Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate...

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Low-Frequency Noise in Nanoscale Ballistic Transistors Jerry Tersoff IBM T. J. Watson Research Center Stefan Heinze (Univ. Hamburg) Vasili Perebeinos, Phaedon Avouris

Transcript of Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate...

Page 1: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

Low-Frequency Noise in

Nanoscale Ballistic Transistors

Jerry TersoffIBM T. J. Watson Research Center

Stefan Heinze (Univ. Hamburg)Vasili Perebeinos, Phaedon Avouris

Page 2: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

Nanoscale electronic devicesmolecular electronics; quantum dots & wireshigh density & performanceballistic, quantum coherent devices

Carbon nanotubesFETs – high performance by some measuresballistic transistors

Coherence length – inelastic scattering by phonons

Low frequency noise (RTS, 1/f ) – elastic scatteringby charge traps, even in ballistic transistors

Page 3: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

Low-field – high mobility (Fuhrer 2004)

acoustic phonon coupling is small in 1D

High-field – current saturation (Dekker, Dai, McEuen 2004)

Transport modeling including interband scattering.Tight binding for electrons; improved phonon model;

Su-Schrieffer-Heeger model for e-ph coupling.

Page 4: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

Coherence length Lk=vkτk

Up to 3 μm even at room temperature

15

10

5

0

L

k (μ

m)

0.200.150.100.050.00

εk – εc (eV)

T = 10 K

T = 300 Kd = 2 nm

RBM

KLA

KLO

T = 10 KT = 300 K

d = 2 nm

Perebeinos, Tersoff, and Avouris, PRL 94, 086802 (2005).

Page 5: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

Nanotube FET – a single charge in gate oxide gives large effects

Wrap gate, oxide 15nm thick.Ballistic FET, NEGF calculation

Black line: no charge.Red: charge next to nanotube)

Wang, Heinze, and Tersoff, Nano Lett. 7, 910 (2007).

Page 6: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

Nanotube FET – a single charge in gate oxide gives large effects

Wrap gate, oxide 15nm thick.Ballistic FET, NEGF calculation

Charges can trap/detrap, thermally activated

Static charge t shift in voltage threshold (large shifts are common in CNTs)Charge switching t random telegraph noise (can be over 50% in CNTs)Many switching t 1/f noise (unusually large for CNTs)

Black line: no charge.Red: charge next to nanotube)

Wang, Heinze, and Tersoff, Nano Lett. 7, 910 (2007).

Page 7: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

Nanotube FET – a single charge in gate oxide gives large effects

Wrap gate, oxide 15nm thick.Ballistic FET, NEGF calculation

Black line: no charge.Red: charge next to nanotube)Black line: no charge.Red: charge next to nanotube)

fractional currentchange

Wang, Heinze, and Tersoff, Nano Lett. 7, 910 (2007).

Page 8: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

“An astonishing variety of systems” show 1/f noise – Dutta & Horn

Noise spectrum

Arises from thermally activatedprocesses having a range ofactivation energies.

E.g. charge trapping in MOS-FETs(and presumably in CNT-FETs)

f~If

12

Page 9: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

Smaller system t larger noise, problem for nanoscale.

F. N. Hooge (1969) — Empirical rule for noise:A = αH / N, N is the number of carriers in the system

Correct scaling to characterize a homogeneous material.Plausible for FET as vary Vg, for diffusive transport.

As devices shrink, eventually t ballistic. Different scaling?

Here, consider noise in nanoscale ballistic FETsSuggests ballistic is different than diffusiveExplicit model for how noise varies with Vg

Compare with recent “quasi-ballistic” results of Lin et al.

Page 10: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

200

150

100

50

0

Hei

ght (

nm)

200150100500Length (nm)

Source

Top Gate @ +2V

Ground Plane

Nanotube

Nanotube Schottky-barrier FET (Heinze et al., PRL 2002)

10-9

10-8

10-7

10-6

10-5

10-4

Con

duct

ance

(S)

151050Top Gate Voltage (V)

Contact 5nmOxide 60nm

Oxide 120nmContact 50nm

Current is controlled by Schottky barrier at contactFocus on subthreshold regime :

most important; largest noise; simplest.

Page 11: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

200

150

100

50

0

200150100500Length (nm)

Source

Top Gate @ +2V

Ground Plane

Nanotube

200

150

100

50

0

Hei

ght (

nm)

200150100500Length (nm)

Source

Top Gate @ +2V

Ground Plane

Nanotube

( )gEII =0 ( ))t(EEII g δ+=

Page 12: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

( ))t(EEII g δ+=

Looks like noise in Vg

S/VE gg =

( )( ) )t(E

dVdISS/VI

)t(ES/VII

gg

g

δ

δ

+≈

+=

I0 amplification intrinsicfactor noise

( ))t(ESVII g δ+=

Page 13: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

)t(EdVdISII

g

δ+≈ 0

( )fA

III

=−

20

20

( )f

E2

2 γδ =

2

22

⎟⎟⎠

⎞⎜⎜⎝

⎛=

gdVIlndSA γ

[ redefine γS t γ ]

Page 14: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

Assumed Id limited by tunneling at contact

Don’t need to assume ballistic channel,only that channel resistance negligible[e.g. subthreshold Vg & large barrier]

Neglects lots of real effects, e.g. γ may depend on Vg

Just take known device physics & work forward

Strong prediction – only unknown is overall coefficient

2

2

⎟⎟⎠

⎞⎜⎜⎝

⎛=

gdVIlndA γ

Page 15: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

-1.5 -1.0 -0.5 0.0 0.5 1.0

1E-10

1E-9

1E-8

1E-7

Vg (V)

Lin et al. CNT SB-FET

I d (A

)

-1.5 -1.0 -0.5 0.0 0.5 1.0

1E-4

1E-3

0.01

0.1

nois

e A

Vg (V)

Yu-Ming Lin et al. NanoLett. 2006

“quasi-ballistic” CNT SB-FET

Page 16: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

Fit Id vs Vg to smooth function,to allow taking derivative.

-1.5 -1.0 -0.5 0.0 0.5 1.0

1E-10

1E-9

1E-8

1E-7

Vg (V)

Lin et al. CNT SB-FET

I d (A

)

-1.5 -1.0 -0.5 0.0 0.5 1.0

1E-4

1E-3

0.01

0.1

nois

e A

Vg (V)

2

2

dId⎟⎟⎠

⎞⎜⎜⎝

⎛=

gVlnA γ

Page 17: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

One unknown parameter, γ

Fits data well over 2 orders of magnitude

What about “on” regime?

-1.5 -1.0 -0.5 0.0 0.5 1.0

1E-10

1E-9

1E-8

1E-7

Vg (V)

Lin et al. CNT SB-FET

I d (A

)

-1.5 -1.0 -0.5 0.0 0.5 1.0

1E-4

1E-3

0.01

0.1

nois

e A

Vg (V)

2

2

dId⎟⎟⎠

⎞⎜⎜⎝

⎛=

gVlnA γ

Page 18: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

Assumed Id controlled by contact.

Channel t noisy resistor in series,or transmission T<1.

2

2

2

dId

dcg

IVlnA αγ +⎟

⎟⎠

⎞⎜⎜⎝

⎛=

( )2dccc V/RA=α

Measured Id reflects total resistance of contact and channel in series.

-1.5 -1.0 -0.5 0.0 0.5 1.0

1E-10

1E-9

1E-8

1E-7

Vg (V)

Lin et al. CNT SB-FET

I d (A

)

-1.5 -1.0 -0.5 0.0 0.5 1.0

1E-4

1E-3

0.01

0.1

nois

e A

Vg (V)

Page 19: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

Prediction:

Crude, but physics-based, surprisingly successfulDescribes subthreshold noise of 2 quite different devicesShould apply to any ballistic, single-channel device.I.e. any sufficiently small device?Results for CNTs may have broader implications for

understanding any future nano/ballistic technology.

2

2

dId⎟⎟⎠

⎞⎜⎜⎝

⎛=

gVlnA γ

Page 20: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation
Page 21: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

Why are carbon nanotubes so noisy?Single channel (noise scales like 1/ Nchannel )A single charge can drastically affect I dPoor oxide quality – bare oxide surface

(cf Si MOS-FET – Si-SiO2 is special)

Any sufficiently small device…

What is to be done?

Page 22: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

Gate Dielectric

Dielectric ε unimportant for CNT SB-FET.Choose dielectric to minimize noise.Vacuum ideal (but want large field at contact).Quasi-2D layered materials with passive surface.

Page 23: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

Number of channels: fewer isn’t necessarily better

Capacitance is dominated byparasitic C of metal leads.

Page 24: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

Number of channels: fewer isn’t necessarily better

Capacitance is dominated byparasitic C of metal leads.

N in parallel reduces noise by 1/N.Increases current by N.Same C, so increases device speed.

Page 25: Low-Frequency Noise in Nanoscale Ballistic Transistors · Nanotube FET – a single charge in gate oxide gives large effects Wrap gate, oxide 15nm thick. Ballistic FET, NEGF calculation

1/ f noise in nanoscale ballistic transistors

Generic model for oxide traps:act like 1/ f noise in Vg

Simple prediction; consistent with data for CNT-FETs

1/N never appears in analysis

Ballistic is simpler than diffusive, major opportunity for CNTs

Relevant for other future nano/ballistic technologies

2

2

dId⎟⎟⎠

⎞⎜⎜⎝

⎛=

gVlnA γ