Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

81
Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Transcript of Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Page 1: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Doctor I am depressed and sad What do I have doctor Please tell me

You have depression

Gee ndash isnrsquot that what I just told you

Gee ndash isnrsquot that what I just told you

Canrsquot you give me any added value

Doctor my stomach hurts What do I have doctor Please tell me

You have gastritis

Doctor my stomach hurts What do I have doctor Please tell me

You have gastritis

Doctor I am depressed and sad What do I have doctorPlease tell me

You have depression

Doctor my stomach hurts What do I have doctorPlease tell me

You have gastritis

Doctor I am depressed and sad What do I have doctor Please tell me

You have depression

Place in the body

What happened to it

It is infected

How to treat itAntibiotics

Doctor my stomach hurts What do I have doctorPlease tell me

You have gastritis

Doctor I am depressed and sad What do I have doctor Please tell me

You have depression

Place in the body

What happened to itIt is infected

How to treat itAntibiotics

Gastroenteritis

Gastroenterologist

Mitral Valve Prolapse

Cardiologist

Urologist

Depression

Psychiatrist

Glomerulonephritis

Gastroenteritis

Gastroenterologist

Mitral Valve Prolapse

Cardiologist

Urologist

Depression

Psychiatrist

Glomerulonephritis

Medicine = Etiological DiagnosisPsychiatry = Descriptive Diagnosis

SPACE

PsychosisMoodAnxiety

Psychosisdue to injuries etc

Negative symptomsDeficiency

Positive symptoms

delirium

Schizophrenia

Depression Mania

Reactive Secondary

Endogenous Major

Mixed anxiety and depression

Psychosis Depression

ManiaPsychosis

Schizoaffective disorder

Generalized

Phobia

Personality disorders

Learning disability

OCD

PTSD

Eating disorders

ldquo hellip

we are at the epicycle stage of psychiatry

where astronomy was before Copernicus

and biology before Darwin

helliprdquo

Neuroscience Phenomenology

Enormous gapThe clinician sees a patient

not neuronal networks or neurotransmitters

Why we failed

Proposed RDoC

Clinical Brain ProfilingCBP

Clinical Brain ProfilingCBP

Explanatory power

Clinical Brain ProfilingCBP

Translation matrix

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 2: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

You have depression

Gee ndash isnrsquot that what I just told you

Gee ndash isnrsquot that what I just told you

Canrsquot you give me any added value

Doctor my stomach hurts What do I have doctor Please tell me

You have gastritis

Doctor my stomach hurts What do I have doctor Please tell me

You have gastritis

Doctor I am depressed and sad What do I have doctorPlease tell me

You have depression

Doctor my stomach hurts What do I have doctorPlease tell me

You have gastritis

Doctor I am depressed and sad What do I have doctor Please tell me

You have depression

Place in the body

What happened to it

It is infected

How to treat itAntibiotics

Doctor my stomach hurts What do I have doctorPlease tell me

You have gastritis

Doctor I am depressed and sad What do I have doctor Please tell me

You have depression

Place in the body

What happened to itIt is infected

How to treat itAntibiotics

Gastroenteritis

Gastroenterologist

Mitral Valve Prolapse

Cardiologist

Urologist

Depression

Psychiatrist

Glomerulonephritis

Gastroenteritis

Gastroenterologist

Mitral Valve Prolapse

Cardiologist

Urologist

Depression

Psychiatrist

Glomerulonephritis

Medicine = Etiological DiagnosisPsychiatry = Descriptive Diagnosis

SPACE

PsychosisMoodAnxiety

Psychosisdue to injuries etc

Negative symptomsDeficiency

Positive symptoms

delirium

Schizophrenia

Depression Mania

Reactive Secondary

Endogenous Major

Mixed anxiety and depression

Psychosis Depression

ManiaPsychosis

Schizoaffective disorder

Generalized

Phobia

Personality disorders

Learning disability

OCD

PTSD

Eating disorders

ldquo hellip

we are at the epicycle stage of psychiatry

where astronomy was before Copernicus

and biology before Darwin

helliprdquo

Neuroscience Phenomenology

Enormous gapThe clinician sees a patient

not neuronal networks or neurotransmitters

Why we failed

Proposed RDoC

Clinical Brain ProfilingCBP

Clinical Brain ProfilingCBP

Explanatory power

Clinical Brain ProfilingCBP

Translation matrix

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 3: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Gee ndash isnrsquot that what I just told you

Gee ndash isnrsquot that what I just told you

Canrsquot you give me any added value

Doctor my stomach hurts What do I have doctor Please tell me

You have gastritis

Doctor my stomach hurts What do I have doctor Please tell me

You have gastritis

Doctor I am depressed and sad What do I have doctorPlease tell me

You have depression

Doctor my stomach hurts What do I have doctorPlease tell me

You have gastritis

Doctor I am depressed and sad What do I have doctor Please tell me

You have depression

Place in the body

What happened to it

It is infected

How to treat itAntibiotics

Doctor my stomach hurts What do I have doctorPlease tell me

You have gastritis

Doctor I am depressed and sad What do I have doctor Please tell me

You have depression

Place in the body

What happened to itIt is infected

How to treat itAntibiotics

Gastroenteritis

Gastroenterologist

Mitral Valve Prolapse

Cardiologist

Urologist

Depression

Psychiatrist

Glomerulonephritis

Gastroenteritis

Gastroenterologist

Mitral Valve Prolapse

Cardiologist

Urologist

Depression

Psychiatrist

Glomerulonephritis

Medicine = Etiological DiagnosisPsychiatry = Descriptive Diagnosis

SPACE

PsychosisMoodAnxiety

Psychosisdue to injuries etc

Negative symptomsDeficiency

Positive symptoms

delirium

Schizophrenia

Depression Mania

Reactive Secondary

Endogenous Major

Mixed anxiety and depression

Psychosis Depression

ManiaPsychosis

Schizoaffective disorder

Generalized

Phobia

Personality disorders

Learning disability

OCD

PTSD

Eating disorders

ldquo hellip

we are at the epicycle stage of psychiatry

where astronomy was before Copernicus

and biology before Darwin

helliprdquo

Neuroscience Phenomenology

Enormous gapThe clinician sees a patient

not neuronal networks or neurotransmitters

Why we failed

Proposed RDoC

Clinical Brain ProfilingCBP

Clinical Brain ProfilingCBP

Explanatory power

Clinical Brain ProfilingCBP

Translation matrix

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 4: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Gee ndash isnrsquot that what I just told you

Canrsquot you give me any added value

Doctor my stomach hurts What do I have doctor Please tell me

You have gastritis

Doctor my stomach hurts What do I have doctor Please tell me

You have gastritis

Doctor I am depressed and sad What do I have doctorPlease tell me

You have depression

Doctor my stomach hurts What do I have doctorPlease tell me

You have gastritis

Doctor I am depressed and sad What do I have doctor Please tell me

You have depression

Place in the body

What happened to it

It is infected

How to treat itAntibiotics

Doctor my stomach hurts What do I have doctorPlease tell me

You have gastritis

Doctor I am depressed and sad What do I have doctor Please tell me

You have depression

Place in the body

What happened to itIt is infected

How to treat itAntibiotics

Gastroenteritis

Gastroenterologist

Mitral Valve Prolapse

Cardiologist

Urologist

Depression

Psychiatrist

Glomerulonephritis

Gastroenteritis

Gastroenterologist

Mitral Valve Prolapse

Cardiologist

Urologist

Depression

Psychiatrist

Glomerulonephritis

Medicine = Etiological DiagnosisPsychiatry = Descriptive Diagnosis

SPACE

PsychosisMoodAnxiety

Psychosisdue to injuries etc

Negative symptomsDeficiency

Positive symptoms

delirium

Schizophrenia

Depression Mania

Reactive Secondary

Endogenous Major

Mixed anxiety and depression

Psychosis Depression

ManiaPsychosis

Schizoaffective disorder

Generalized

Phobia

Personality disorders

Learning disability

OCD

PTSD

Eating disorders

ldquo hellip

we are at the epicycle stage of psychiatry

where astronomy was before Copernicus

and biology before Darwin

helliprdquo

Neuroscience Phenomenology

Enormous gapThe clinician sees a patient

not neuronal networks or neurotransmitters

Why we failed

Proposed RDoC

Clinical Brain ProfilingCBP

Clinical Brain ProfilingCBP

Explanatory power

Clinical Brain ProfilingCBP

Translation matrix

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 5: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Doctor my stomach hurts What do I have doctor Please tell me

You have gastritis

Doctor my stomach hurts What do I have doctor Please tell me

You have gastritis

Doctor I am depressed and sad What do I have doctorPlease tell me

You have depression

Doctor my stomach hurts What do I have doctorPlease tell me

You have gastritis

Doctor I am depressed and sad What do I have doctor Please tell me

You have depression

Place in the body

What happened to it

It is infected

How to treat itAntibiotics

Doctor my stomach hurts What do I have doctorPlease tell me

You have gastritis

Doctor I am depressed and sad What do I have doctor Please tell me

You have depression

Place in the body

What happened to itIt is infected

How to treat itAntibiotics

Gastroenteritis

Gastroenterologist

Mitral Valve Prolapse

Cardiologist

Urologist

Depression

Psychiatrist

Glomerulonephritis

Gastroenteritis

Gastroenterologist

Mitral Valve Prolapse

Cardiologist

Urologist

Depression

Psychiatrist

Glomerulonephritis

Medicine = Etiological DiagnosisPsychiatry = Descriptive Diagnosis

SPACE

PsychosisMoodAnxiety

Psychosisdue to injuries etc

Negative symptomsDeficiency

Positive symptoms

delirium

Schizophrenia

Depression Mania

Reactive Secondary

Endogenous Major

Mixed anxiety and depression

Psychosis Depression

ManiaPsychosis

Schizoaffective disorder

Generalized

Phobia

Personality disorders

Learning disability

OCD

PTSD

Eating disorders

ldquo hellip

we are at the epicycle stage of psychiatry

where astronomy was before Copernicus

and biology before Darwin

helliprdquo

Neuroscience Phenomenology

Enormous gapThe clinician sees a patient

not neuronal networks or neurotransmitters

Why we failed

Proposed RDoC

Clinical Brain ProfilingCBP

Clinical Brain ProfilingCBP

Explanatory power

Clinical Brain ProfilingCBP

Translation matrix

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 6: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Doctor my stomach hurts What do I have doctor Please tell me

You have gastritis

Doctor I am depressed and sad What do I have doctorPlease tell me

You have depression

Doctor my stomach hurts What do I have doctorPlease tell me

You have gastritis

Doctor I am depressed and sad What do I have doctor Please tell me

You have depression

Place in the body

What happened to it

It is infected

How to treat itAntibiotics

Doctor my stomach hurts What do I have doctorPlease tell me

You have gastritis

Doctor I am depressed and sad What do I have doctor Please tell me

You have depression

Place in the body

What happened to itIt is infected

How to treat itAntibiotics

Gastroenteritis

Gastroenterologist

Mitral Valve Prolapse

Cardiologist

Urologist

Depression

Psychiatrist

Glomerulonephritis

Gastroenteritis

Gastroenterologist

Mitral Valve Prolapse

Cardiologist

Urologist

Depression

Psychiatrist

Glomerulonephritis

Medicine = Etiological DiagnosisPsychiatry = Descriptive Diagnosis

SPACE

PsychosisMoodAnxiety

Psychosisdue to injuries etc

Negative symptomsDeficiency

Positive symptoms

delirium

Schizophrenia

Depression Mania

Reactive Secondary

Endogenous Major

Mixed anxiety and depression

Psychosis Depression

ManiaPsychosis

Schizoaffective disorder

Generalized

Phobia

Personality disorders

Learning disability

OCD

PTSD

Eating disorders

ldquo hellip

we are at the epicycle stage of psychiatry

where astronomy was before Copernicus

and biology before Darwin

helliprdquo

Neuroscience Phenomenology

Enormous gapThe clinician sees a patient

not neuronal networks or neurotransmitters

Why we failed

Proposed RDoC

Clinical Brain ProfilingCBP

Clinical Brain ProfilingCBP

Explanatory power

Clinical Brain ProfilingCBP

Translation matrix

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 7: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Doctor my stomach hurts What do I have doctorPlease tell me

You have gastritis

Doctor I am depressed and sad What do I have doctor Please tell me

You have depression

Place in the body

What happened to it

It is infected

How to treat itAntibiotics

Doctor my stomach hurts What do I have doctorPlease tell me

You have gastritis

Doctor I am depressed and sad What do I have doctor Please tell me

You have depression

Place in the body

What happened to itIt is infected

How to treat itAntibiotics

Gastroenteritis

Gastroenterologist

Mitral Valve Prolapse

Cardiologist

Urologist

Depression

Psychiatrist

Glomerulonephritis

Gastroenteritis

Gastroenterologist

Mitral Valve Prolapse

Cardiologist

Urologist

Depression

Psychiatrist

Glomerulonephritis

Medicine = Etiological DiagnosisPsychiatry = Descriptive Diagnosis

SPACE

PsychosisMoodAnxiety

Psychosisdue to injuries etc

Negative symptomsDeficiency

Positive symptoms

delirium

Schizophrenia

Depression Mania

Reactive Secondary

Endogenous Major

Mixed anxiety and depression

Psychosis Depression

ManiaPsychosis

Schizoaffective disorder

Generalized

Phobia

Personality disorders

Learning disability

OCD

PTSD

Eating disorders

ldquo hellip

we are at the epicycle stage of psychiatry

where astronomy was before Copernicus

and biology before Darwin

helliprdquo

Neuroscience Phenomenology

Enormous gapThe clinician sees a patient

not neuronal networks or neurotransmitters

Why we failed

Proposed RDoC

Clinical Brain ProfilingCBP

Clinical Brain ProfilingCBP

Explanatory power

Clinical Brain ProfilingCBP

Translation matrix

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 8: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Doctor my stomach hurts What do I have doctorPlease tell me

You have gastritis

Doctor I am depressed and sad What do I have doctor Please tell me

You have depression

Place in the body

What happened to itIt is infected

How to treat itAntibiotics

Gastroenteritis

Gastroenterologist

Mitral Valve Prolapse

Cardiologist

Urologist

Depression

Psychiatrist

Glomerulonephritis

Gastroenteritis

Gastroenterologist

Mitral Valve Prolapse

Cardiologist

Urologist

Depression

Psychiatrist

Glomerulonephritis

Medicine = Etiological DiagnosisPsychiatry = Descriptive Diagnosis

SPACE

PsychosisMoodAnxiety

Psychosisdue to injuries etc

Negative symptomsDeficiency

Positive symptoms

delirium

Schizophrenia

Depression Mania

Reactive Secondary

Endogenous Major

Mixed anxiety and depression

Psychosis Depression

ManiaPsychosis

Schizoaffective disorder

Generalized

Phobia

Personality disorders

Learning disability

OCD

PTSD

Eating disorders

ldquo hellip

we are at the epicycle stage of psychiatry

where astronomy was before Copernicus

and biology before Darwin

helliprdquo

Neuroscience Phenomenology

Enormous gapThe clinician sees a patient

not neuronal networks or neurotransmitters

Why we failed

Proposed RDoC

Clinical Brain ProfilingCBP

Clinical Brain ProfilingCBP

Explanatory power

Clinical Brain ProfilingCBP

Translation matrix

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 9: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Gastroenteritis

Gastroenterologist

Mitral Valve Prolapse

Cardiologist

Urologist

Depression

Psychiatrist

Glomerulonephritis

Gastroenteritis

Gastroenterologist

Mitral Valve Prolapse

Cardiologist

Urologist

Depression

Psychiatrist

Glomerulonephritis

Medicine = Etiological DiagnosisPsychiatry = Descriptive Diagnosis

SPACE

PsychosisMoodAnxiety

Psychosisdue to injuries etc

Negative symptomsDeficiency

Positive symptoms

delirium

Schizophrenia

Depression Mania

Reactive Secondary

Endogenous Major

Mixed anxiety and depression

Psychosis Depression

ManiaPsychosis

Schizoaffective disorder

Generalized

Phobia

Personality disorders

Learning disability

OCD

PTSD

Eating disorders

ldquo hellip

we are at the epicycle stage of psychiatry

where astronomy was before Copernicus

and biology before Darwin

helliprdquo

Neuroscience Phenomenology

Enormous gapThe clinician sees a patient

not neuronal networks or neurotransmitters

Why we failed

Proposed RDoC

Clinical Brain ProfilingCBP

Clinical Brain ProfilingCBP

Explanatory power

Clinical Brain ProfilingCBP

Translation matrix

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 10: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Gastroenteritis

Gastroenterologist

Mitral Valve Prolapse

Cardiologist

Urologist

Depression

Psychiatrist

Glomerulonephritis

Medicine = Etiological DiagnosisPsychiatry = Descriptive Diagnosis

SPACE

PsychosisMoodAnxiety

Psychosisdue to injuries etc

Negative symptomsDeficiency

Positive symptoms

delirium

Schizophrenia

Depression Mania

Reactive Secondary

Endogenous Major

Mixed anxiety and depression

Psychosis Depression

ManiaPsychosis

Schizoaffective disorder

Generalized

Phobia

Personality disorders

Learning disability

OCD

PTSD

Eating disorders

ldquo hellip

we are at the epicycle stage of psychiatry

where astronomy was before Copernicus

and biology before Darwin

helliprdquo

Neuroscience Phenomenology

Enormous gapThe clinician sees a patient

not neuronal networks or neurotransmitters

Why we failed

Proposed RDoC

Clinical Brain ProfilingCBP

Clinical Brain ProfilingCBP

Explanatory power

Clinical Brain ProfilingCBP

Translation matrix

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 11: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Medicine = Etiological DiagnosisPsychiatry = Descriptive Diagnosis

SPACE

PsychosisMoodAnxiety

Psychosisdue to injuries etc

Negative symptomsDeficiency

Positive symptoms

delirium

Schizophrenia

Depression Mania

Reactive Secondary

Endogenous Major

Mixed anxiety and depression

Psychosis Depression

ManiaPsychosis

Schizoaffective disorder

Generalized

Phobia

Personality disorders

Learning disability

OCD

PTSD

Eating disorders

ldquo hellip

we are at the epicycle stage of psychiatry

where astronomy was before Copernicus

and biology before Darwin

helliprdquo

Neuroscience Phenomenology

Enormous gapThe clinician sees a patient

not neuronal networks or neurotransmitters

Why we failed

Proposed RDoC

Clinical Brain ProfilingCBP

Clinical Brain ProfilingCBP

Explanatory power

Clinical Brain ProfilingCBP

Translation matrix

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 12: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

PsychosisMoodAnxiety

Psychosisdue to injuries etc

Negative symptomsDeficiency

Positive symptoms

delirium

Schizophrenia

Depression Mania

Reactive Secondary

Endogenous Major

Mixed anxiety and depression

Psychosis Depression

ManiaPsychosis

Schizoaffective disorder

Generalized

Phobia

Personality disorders

Learning disability

OCD

PTSD

Eating disorders

ldquo hellip

we are at the epicycle stage of psychiatry

where astronomy was before Copernicus

and biology before Darwin

helliprdquo

Neuroscience Phenomenology

Enormous gapThe clinician sees a patient

not neuronal networks or neurotransmitters

Why we failed

Proposed RDoC

Clinical Brain ProfilingCBP

Clinical Brain ProfilingCBP

Explanatory power

Clinical Brain ProfilingCBP

Translation matrix

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 13: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

ldquo hellip

we are at the epicycle stage of psychiatry

where astronomy was before Copernicus

and biology before Darwin

helliprdquo

Neuroscience Phenomenology

Enormous gapThe clinician sees a patient

not neuronal networks or neurotransmitters

Why we failed

Proposed RDoC

Clinical Brain ProfilingCBP

Clinical Brain ProfilingCBP

Explanatory power

Clinical Brain ProfilingCBP

Translation matrix

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 14: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Neuroscience Phenomenology

Enormous gapThe clinician sees a patient

not neuronal networks or neurotransmitters

Why we failed

Proposed RDoC

Clinical Brain ProfilingCBP

Clinical Brain ProfilingCBP

Explanatory power

Clinical Brain ProfilingCBP

Translation matrix

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 15: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Why we failed

Proposed RDoC

Clinical Brain ProfilingCBP

Clinical Brain ProfilingCBP

Explanatory power

Clinical Brain ProfilingCBP

Translation matrix

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 16: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Proposed RDoC

Clinical Brain ProfilingCBP

Clinical Brain ProfilingCBP

Explanatory power

Clinical Brain ProfilingCBP

Translation matrix

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 17: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Clinical Brain ProfilingCBP

Clinical Brain ProfilingCBP

Explanatory power

Clinical Brain ProfilingCBP

Translation matrix

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 18: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Clinical Brain ProfilingCBP

Explanatory power

Clinical Brain ProfilingCBP

Translation matrix

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 19: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Clinical Brain ProfilingCBP

Translation matrix

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 20: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 21: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Psychosis Disconnection

Syndrome

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 22: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 23: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 24: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Neuroscience Phenomenology Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Based on Literature Publications

Based on Neural

network simulations

Based on 20 years of

theoretical work

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 25: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Sign 1Sign 2Sign 3Sign 4Sign 5Sign 6Sign N

Symptom 1Symptom 2Symptom 3Symptom 4Symptom 5Symptom N

Cs Disconnection

Ci Over connection

De-optimization

Hyper-optimization

Constrain frustration

Disturbed DMN

Clinical Brain Profiling

CBP

Predicted disturbance

CF(b) = 2

DMN =5

Cs =10

Ci =3

Hbu =7

Htd =1

D = 13

O =0

CF =5

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 26: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 27: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 28: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

General

Neuroscientific

consideration

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 29: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 30: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 31: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 32: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Bernard Baars 1980s

Stanislav Dehene 2006

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 33: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

1010)107(

Marcel Mesulam

From sensation to cognition Mesulam 1998

Stanislav Dehene 2006

Giulio Tononi

UnitaryUndividable 2-3s

Taps into large repertoireStatistical combinations

One of billion others thus dramatically reduces uncertainty

Information = reduction of uncertainty (entropy) thus Can be quantified with Information measurements

Ф = (info in whole) measures

complexes

Bernard Baars 1980s

Emergent Properties

One neuron has no awareness or feelings but many organized neurons do

The whole is more than the sum of its parts

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 34: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 35: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

To make as perfect or effective as possible

Optimization

To find the best compromise among several often conflicting requirements

Small World Network

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 36: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Clustering Coefficient = Measure of density of connections between nearest neighbors

Path length = inversely related to global efficacy of parallel information transfer

Small-worldness = high clustering small path lengthcomparable to random graph

Hierarchy = Hubs with many long distance connections and few local connections

Rent exponent = topo-physical embedment in physical space of the network scaling relationships

Mean connection distance = Euclidean distance between centers in stereotactic space

Assortativity = measures the preference of a node to connect to other nodes of similar degree

Node = cortical region or neuron

Edge = statistical measure of association

Degree = the number of edges connecting a node

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 37: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Specific

Neuroscientific

consideration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 38: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 39: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

EGO

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 40: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO Experience dependent plasticity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 41: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 42: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 43: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 44: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 45: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 46: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 47: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 48: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 49: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 50: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 51: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 52: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 53: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 54: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 55: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 56: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 57: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 58: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 59: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 60: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 61: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 62: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 63: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 64: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 65: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Theodore Meynert(1833-1892)

Donald Hebb 1948

Carl Rogers

Otto Kernberg1928 1990

Hinz Kohut1913-1981

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

Object relations

psychology

Personality amp Personality Disorders

Karl Friston

FreeEnergy

Giulio Tononi

Matching complexity

De-optimization Optimization

Depression

Elevated moodMania

Multiple constraint frustration

Anxiety

Herbert Simon

1962

Marcel Mesulam

Negative

symptoms

Loosening

associations

Perseverations

Delusions

Psychosis Negative (restriction)

Negative (volition)

Delusional

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

  • Slide 1
  • Slide 2
  • Slide 3
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Page 66: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Translation of signs and

symptoms to presumed

brain disturbances

Testable predictions

Validation

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 67: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Delusions

Hallucinations

History of delusions

depressed

Complains of depressed mood

History of depression

Complains of Confused thoughts

Signs

Symptoms

History

Is it as good as scales

Is it good as consensual

current descriptive

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 68: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

  • Slide 1
  • Slide 2
  • Slide 3
  • Slide 4
  • Slide 5
  • Slide 6
  • Slide 7
  • Slide 8
  • Slide 9
  • Slide 10
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Page 69: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Theodore Meynert(1833-1892)

Donald Hebb 1948

EGO=Default mode network

EGO Experience dependent plasticity

Internal Representations

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 70: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

  • Slide 1
  • Slide 2
  • Slide 3
  • Slide 4
  • Slide 5
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Page 71: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

  • Slide 1
  • Slide 2
  • Slide 3
  • Slide 4
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Page 72: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

  • Slide 1
  • Slide 2
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Page 73: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

  • Slide 1
  • Slide 2
  • Slide 3
  • Slide 4
  • Slide 5
  • Slide 6
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Page 74: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

[DDMN]

Disturbance to the default mode network

[DMDd]

Disturbance to Matching dynamics Deoptimization type

[DMDo]

Disturbance to Matching dynamics Optimization type

[DMCO]

Disturbance to Multiple constrain organization

[ibDMCO]

Input bound Disturbance to Multiple constrain organization

[DD]

Disconnection Dynamics

[OD]

Over-connection Dynamics

[TDS]

Top down shift

[BUI]

Bottom-upInsufficiency

Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs Signs

Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms Symptoms History History History History History History History History History History

Nissen C Holz J Blechert J Feige B Riemann D Voderholzer U Normann C Learning as a model for neural plasticity in major depression Biol Psychiatry 2010 Sep 1568(6)544-52

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

J Neurosci 2010 Nov 2430(47)15915-26Aberrant frontal and temporal complex network structure in

schizophrenia a graph theoretical analysisvan den Heuvel MP Mandl RC Stam CJ Kahn RS Hulshoff Pol HE our findings suggest that schizophrenia patients have a less strongly globally integrated structural brain network with a reduced central role for key frontal hubs resulting in a limited structural capacity to integrate information across brain regions

Yu Q Sui J Rachakonda S He H Pearlson G Calhoun VD Altered small-world brain networks in temporal lobe in patients with schizophrenia performing an auditory oddball task Front Syst Neurosci 2011 Feb 857

Pettersson-Yeo W Allen P Benetti S McGuire P

Mechelli A Dysconnectivity in schizophrenia

Where are we now Neurosci Biobehav Rev

2011 Apr35(5)1110-24 Epub 2010 Nov

27Review

Jones MW Errant ensembles dysfunctional neuronal network dynamics in schizophrenia Biochem Soc Trans 2010 Apr38(2)516-21 Review

Bassett DS Bullmore E Verchinski BA Mattay VS Weinberger DR Meyer-Lindenberg A Hierarchical organization of human cortical networks in health and schizophrenia J Neurosci 2008 Sep 1028(37)9239-48

Bodnar M Harvey PO Malla AK Joober R

Lepage M The parahippocampal gyrus as a

neural marker of early remission in first-

episode psychosis a voxel-based

morphometry study Clin Schizophr Relat

Psychoses 2011 Jan4(4)217-28

Guye M Bettus G Bartolomei F

Cozzone PJ Theoretical analysis of

structural and functional connectivity

MRI in normal and pathological brain

networks MAGMA 2010 Dec23(5-

6)409-21 Epub 2010 Mar 27Graph

Wolf RC Sambataro F Vasic N

Schmid M Thomann PA

Bienentreu SD Wolf ND Aberrant connectivity of resting-

state networks in borderline

personality disorder J Psychiatry

Neurosci 2011 Mar

136(2)100150

Congdon E Mumford JA Cohen JR Galvan A

Aron AR Xue G Miller E Poldrack RA

Engagement of large-scale networks is

related to individual differences in inhibitory

control Neuroimage 2010 Nov 153(2)653-

63 Epub 2010 Jun 30

Monk CS Nelson EE Woldehawariat G

Montgomery LA Zarahn E McClure EB

Guyer AE Leibenluft E Charney DS Ernst M

Pine DS Experience-dependent plasticity for

attention to threat Behavioral and neurophysiological evidence in humans Biol

Psychiatry 2004 Oct 1556(8)607-10

Volkow ND Tomasi D Wang GJ

Fowler JS Telang F Goldstein RZ

Alia-Klein N Woicik P Wong C Logan

J Millard J Alexoff D

Positive emotionality is associated

with baseline metabolism in

orbitofrontal cortex and in regions of

the default network

Mol Psychiatry 2011 Apr 12

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

  • Slide 1
  • Slide 2
  • Slide 3
  • Slide 4
  • Slide 5
  • Slide 6
  • Slide 7
  • Slide 8
  • Slide 9
  • Slide 10
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Page 75: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Central Executive Network

DefaultModeNetwork

SalienceNetwork

[DD]Disconnection Dynamics

[OD]Over-connection Dynamics

[BUI]Bottom-up

Insufficiency

[TDS]Top down shift

[DMDd]Disturbance to Matching dynamics

Deoptimization type

[DMDo]Disturbance to Matching dynamics

Optimization type

[DDMN]Disturbance to the default mode

network

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

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Page 76: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

NeuroAnalysis Validation

Clinical phenomena

Network disturbances How to detect diagnose amp monitor

Personality disorders

Disturbances to development of default mode network

Age-related changes resting-state functional connectivity MRI (rs-fcMRI) (Van Dijk KR et al 2010) Age related Matching complexity Free energy estimations Entropy measurements integrated information theory

Mood amp AnxietyDisturbances to Optimization dynamics

Short-term over time Dynamics of Matching complexity Free energy estimations Entropy measurements integrated information theory

Schizophrenia delusions and abolition

Hierarchal (top-down bottom-up) disorders

Small world network analysis for hub composition Estimating hierarchy k-shell decomposition percolation theory and fractal geometry

Schizophrenia Disorganization deficiency

Connectivity imbalancesDisconnection over-connection

Correlations Synchrony Granger causality Mutual information Dimension estimation Bayesian statistics Dynamic Causal Modeling Independent components analysis Neural complexity (Correlation matrix) overall Small world network analysis

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

  • Slide 1
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Page 77: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

Cardiac Insufficiency

Brain Insufficiency

Diagnose

Diagnose

Algorithm of Disturbance

Correct with Pacemaker

Algorithm of Disturbance

Correct with Brain Pacemaker

Phenomenology

Brain disturbance

N e u r o A n a l y s I sneuroanalysisorgil

  • Slide 1
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Page 78: Doctor, I am depressed, and sad. What do I have doctor ? Please tell me.

N e u r o A n a l y s I sneuroanalysisorgil

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