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    G. Iannaccone Universit di Pisa

    !!Electrostatics:"!Multiple gates and undoped body"!Degeneracy"!Strain (and its dependence on geometry)

    !!Transport:

    #!Partially ballistic transport!!Noise:

    "! Noise in the case of partially ballistic transport!!Variability modeling

    "! Support the designers

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    G. Iannaccone Universit di Pisa

    !!Electrostatics:"!Multiple gates and undoped body"!Degeneracy"!Strain (and its dependence on geometry)

    !!Transport:

    #!Partially ballistic transport!!Noise:

    "! Noise in the case of partially ballistic transport!!Variability modeling

    "! Support the designers

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    G. Iannaccone Universit di Pisa

    !!G. Baccarani, S. Reggiani,TED 46, 1656 (1999)."! Double gate MOSFET"! Doped body"! Quantum confinement"! Degenerate electron gas"! Non quasi-static effects"! DD transport

    !!Y. Taur, EDL 21, 245 (2000)"! Double gate MOSFET"! Undoped body"! No quantum confinement"! DD transport

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    G. Iannaccone Universit di Pisa

    !!D. Jimenez et al. EDL 25,314 (2004)"! GAA (cylindrical) MOSFET"! Degenerate 1D electron gas"! Ballistic transport [in EDL 25,

    571 (2004) DD transport)]

    !!H. Abd El Hamid et al. TED54, 2487 (2007)"! Trigate MOSFET"! Semiclassical model"! Subthreshold behavior

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    G. Iannaccone Universit di Pisa

    !!Electrostatics:"!Multiple gates and undoped body"!Degeneracy"!Strain (and its dependence on geometry)

    !!Transport:

    #!Partially ballistic transport!!Noise:

    "! Noise in the case of partially ballistic transport!!Variability modeling

    "! Support the designers

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    G. Iannaccone Universit di Pisa

    !!A. Rahman, M. Lundstrom, TED 49, 481 (2002).

    r: backscattering coefficient

    ID: net drain current

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    !!A. Rahman, M. Lundstrom, TED 49, 481 (2002).

    Assumptions:

    #!single sub-band (E1)#!I+ = IBallistic#!n+ = nBallistic#!v+ = v- = vth (elastic scattering)n+ (n-): positive (negative) directed carrier concentration (cm-2)

    v+ (v-) : carrier velocity of positive (negative) directed currenth=(EFS-E1)/kT

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    G. Iannaccone Universit di Pisa

    !!A. Rahman, M. Lundstrom, TED 49, 481 (2002).!!Critical aspects:

    "! Strong assumptions"! Cannot be connected seamlessly

    with the DD transport model (is aFirst order perturbation with

    respect to ballistic transport)

    !!Advantages:"! Very simple $ all is captured in r

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    G. Iannaccone Universit di Pisa

    Consistently with the

    approach of Buttikerprobes [Buttiker,1986], a drift-diffusion MOSFET canbe seen as a chain

    of ballistictransistors. .

    NMOSFETs $ current continuity imposes Nequations forthe Nunknowns:-!N-1: internal Fermi levels V

    k(k = 1, , N-1)

    -!1 : drain currentG. Mugnaini, G. Iannaccone, TED 52, 1795 (2005), TED 52, 1802 (2005)

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    G. Iannaccone Universit di Pisa

    !! If N is sufficiently large(i.e. the voltage drop on allballistic channels is smaller than the thermal voltage)"! DD current-voltage characteristics are obtained (EKV-like), with

    !! If the voltage drop on some transistors of the ballisticchain is larger than the thermal coltage:"! DD current with field-dependent

    mobility

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    When non-linear transport emerges, it

    manifests its effects mainly in the last

    ballistic transistor of the chain.

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    !!The DD: length L-!, with velocity saturation!!B: fully ballistic device!!Can seamlessly cover the transition from ballistic to

    long channel.

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    !!Extended to silicon nanowire FETs, carbon nanotubes,graphene nanoribbon FETs:"! P. Michetti et al., TED 56, 1402 (2009)

    !!Extended to one dimensional FETs with Schottkybarrier contacts (P. Michetti, G. Iannaccone, TED 2010)

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    !!Electrostatics:"!Multiple gates and undoped body"!Degeneracy"!Strain (and its dependence on geometry)

    !!Transport:#!Partially ballistic transport

    !!Noise:"! Noise in the case of partially ballistic transport

    !!Variability modeling"! Support the designers

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    !!B. Cheng, SSE 49, 740 (2005),SISPAD 2009

    !!Statistical simulations ofRDD,LER,PGG variability yieldan ensemble of devices withdifferent electrical properties

    !!For each devices one extracts aset of 7 BSIM parameters $ astatistical set of BSIMparameters is obtained

    !!Correlation between BSIMparameters is reproduced

    !!Linearity is not required.

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    !! V. Bonfiglio, G. Iannaccone, ESSDERC 2009!! All variability sources (process and geometry) are

    translated in terms of the dispersion of a number ofsynthetic parameters

    !! Independent variability sources are identified!! The contribution to the dispersion of electrical

    parameters (e. g. Vth) of each independent source is

    evaluated through sensitivity analysis

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    !!Hypothesis quantities of interest: y1, y2, x1, x2, x3"!are only affected by LER and SR"!are physically independent

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    !!LER described by 1D exp. autocorrelation function"!correlation lenght !L and mean square amplitude "L

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    Vds= 50 mV("S= 0.15 nm, !S= 1.8 nm)("L = 1.3 nm, !L = 25 nm)

    Approach

    Fully

    Analytical

    Analytical +TCAD

    AtomisticGlasgow

    (Cheng et al.)

    32 nm

    #VthLER(mV) 2.96 3 3.3#VthSR(mV) 0.23 0.25 N/A

    22 nm

    #Vth

    LER(mV) 6 5.6 5.8#VthSR(mV) 1.4 1.4 N/A

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    Vds= 1 V("S= 0.15 nm, !S= 1.8 nm)("L = 1.3 nm, !L = 25 nm)

    Approach

    Fully

    Analytical

    Analytical +TCAD

    AtomisticGlasgow

    (Cheng et al.)

    32 nm#VthLER(mV) 7.9 8.3 8.6#VthSR(mV) 0.66 0.6 N/A

    22 nm

    #VthLER(mV) 14 13.6 13#VthSR(mV) 4.3 4.4 N/A

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    G. Iannaccone Universit di Pisa

    !!X. Li et al. IEEE-TCAD 29, 599 (2010)"!ei (i=1,m): measures of electrical performance"!pj (i=1,n): process parameters (independent)

    !!m equations in n unknown (m>n$ least square fit)!! are obtained from experiments

    "!$ can be extracted for Monte Carlo!!Critical aspect:pj are assumed independent!!Test show that linearization works.

    "ei

    2=

    #ei

    #pj

    $

    %&&

    '

    ())

    2

    "p j

    2

    j=1

    n

    *

    "ei

    2

    "p j

    2

    Obtained

    from PSP

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    G. Iannaccone Universit di Pisa

    !!Electrostatics:"!Multiple gates and undoped body"!Degeneracy"!Strain (and its dependence on geometry)

    !!Transport:#!Partially ballistic transport

    !!Noise:"! Noise in the case of partially ballistic transport

    !!Variability modeling"! Support the designers

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    G. Iannaccone Universit di Pisa

    ?

    Acknowledgments:

    FP7 NoE NANOSIL (n. 216171), ENIAC project 12003 MODERN