transistors for ever! · ibm research 7 ibm l | data abundant systems ws april 2014 © 2006 ibm...
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant System WS April 2014
1
Transistors for ever! Wilfried Haensch
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 2
Outline
State of the art
– Devices
– Materials
– A bit of physics
CMOS compatible switches
– Tunnel FET
– Carbon electronics
Post CMOS FETs
– Graphene FETs
– Piezo FETs
More exotic stuff
– Spin for digital logic
Summary
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 3
Late 1920s – first patent for MESFETs
and depletion MOSFETs
1958 – first working FET
1963 – first CMOS circuit
1965 – Moore’s law
1972 – Dennard’s scaling theory
Julius Edgar Lilienfeld
(1881-1963) The Beginnings …
p substrate, doping *NA
Scaled Device
L/xd/
GATE
n+ source
n+ drain
WIRINGVoltage, V /
W/
tox/
US Patent 1,900,018. First known patent
describing a depletion mode MOSFET
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 4 4
High m options: liner stress,
eSiGe, SMT, HOT, SSDOI, ..
Gate stack: high-k, Metal gate
Junction engineering
Body control SCE will enable
length scaling without
aggressive dielectric scaling
G
Si NW
D
5 nm Hf-based dielectric & TaN
Poly-Si SiO2
Sarunya Bangsaruntip VLSI 2009
Gate Length vs Body Thickness
0
5
10
15
20
25
30
35
40
45
0 2 4 6 8 10 12
Body Thickness, Diameter (nm)
Ga
te L
en
gth
(n
m)
GAA-cyl
SG
DG
GAA-rec
□ ○
Device Evolution
S
20 nm
m, e
Bulk
SOI
FDSOI
Back gate
Vt control
FinFET/
TriGate
ETSOI
Non planar
Doping controlled
Nano
wire
m, e m*
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 5
Performance: Data-driven projection
Properly-scaled III-V FETs have < 1.3 x FO3 speed with respect to Si NFETs.
When we extrapolate the most strained III-V channel to LG/ = 5, we expect ~ 1.8 x FO3 speed enhancement with respect to Si NFETs.
Increasing channel strain
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 6
g
0 0.5 1 1.5 20
1
2
3
4
K2s 2 0.2, t,( )
K2b 1 0.06, t,( )
K2b 1 0.02, t,( )
t
f
0 0.5 1 1.5 20
10
20
30
Ks 2 0.2, t,( )
Kb 1 0.06, t,( )
Kb 1 0.02, t,( )
t
New Materials – Scattering (Si) vs Ballistic (III/V)
Current drive advantage for
III/Vs disappears for thinner
gate dielectric
Delay advantages remains
Current drive Delay (FO3)
m* 0.2, 0.02, 0.06 ~ x 1.7
tinv tinv
L=20nm
Rext=150Wmm
Cov=0.250fF/mm
Vth=200mV
S=80mV/dec
Vdd=0.5V
Si
III/V
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 7
10 1
10 2
10 3
10 4
10 5
10 6
10 -2
10 -1
10 0
10 1
10 2
10 3
Delay, ps
En
erg
y, f
J
CMOS HP
CMOS LP
IIIvTFET
HJTFET
gnrTFET
GpnJ
SpinFET
STT/DW
SMG
STTtriad
STOlogic
ASLD
SWD
NML
32bit adder
Worse
Better
Fast Slow
Limited by
Capacitor charging
Steep turn-on/off (TFETs)
Limited by
spin dynamics
Magneto-electric
Potentially Nonvolatile
Switching Time and Energy (device concept)
Nikanov & Young IEDM 2013 Tutorial
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 8
10 1
10 2
10 3
10 4
10 5
10 6
10 -2
10 -1
10 0
10 1
10 2
10 3
Delay, ps
En
erg
y, f
J
CMOS HP
CMOS LP
IIIvTFET
HJTFET
gnrTFET
GpnJ
SpinFET
STT/DW
SMG
STTtriad
STOlogic
ASLD
SWD
NML
32bit adder
Worse
Better
Fast Slow
Limited by
Capacitor charging
Steep turn-on/off (TFETs)
Limited by
spin dynamics
Magneto-electric
Potentially Nonvolatile
Switching Time and Energy (device data)
Nikonov & Young IEDM 2013 Tutorial
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 9
I. Basic science - idea
II. Prototype - engineering
III. Commercialization - application
IV. Mass production - cost
Gestation for Technologies
*) after Ralph Cavin SRC
Market production (Established
Technology)
Research
Publications
Background/Infrastructure
Prototype built
Commercialization
T1~ 20years ~12 years
T2 T3
Too long!
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 10
The System Value Stack
Design
Architecture
Software
Technology
Device Design
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 11
Processor Chip Model
Key to a meaningful analysis: Realistic processor chip model
– A must to capture relative importance of technology parameters
– Activity factors, wiring vs. gates, logic vs. memory, clock power, etc...
Our work: Calibrated to IBM POWER processors
– Assume fixed # cores, each w/specified # of logic gates
– Focus on core logic: Clock/memory assumed to scale accordingly
– Assume core-to-core/core-to-memory communication not dominant
11
Treated by simple scaling from
core logic (delay, power, area)
Clock
Logic Cache
Repeaters
Treat in
detail
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 12
Processors: More Than Just Logic
Scale logic optimization result to full
chip w/POWER processor model
Focus: Logic technology optimization
– A full system optimization would need
separate cache and I/O models
Logic “Other” Caches, Controllers, I/O Power: L
og
ic
Clk, RF, L1
Caps/ un-
used Caches (SRAM/DRAM) Controllers, I/O, etc. Area:
Cores
Cores
0% 100%
Model scales entire chip from this core logic
12
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 13
Communication Dominates Power
70-80% of total logic power is for communication
– Need proper consideration of wires!!
13
0%
20%
40%
60%
80%
100%
0.5 GHz 1.5GHz 4.0 GHz
Pe
rce
nt
of
To
tal
Po
we
r
logic wire buffer dynamic buffer static
Optimized 22nm
PDSOI processors
13
Devices
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 14
State of the art!
Performance was boss in the past,
now power has caught up at last.
The technology itches
due to lack of new switches,
We scratch … and move on really fast!
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 15 15
Area Model
Thermal
Model
Wiring
Statistics
Fixed Parameters
Wire
Capacitance
Delay
Tolerance
Adjustments
Adjust for Latency
of Long Paths Total Power
Leakage Power
Tolerance
Adjustments
I-V Model Leakage
Model
Device Structure
Variables: Initial Guess
Constrained
Optimizer
New Values:
Improved
Guess
Processor
Chip Model
Technology Optimization Program
Frank, et al., Proc. IEEE ‘01
Frank, IBM J. R&D, ’02
Frank, IEDM ’02
Frank, et al., IBM J. R&D, ’06
Frank, et al., IEDM ‘11
Analytical models spanning
technology, circuits, and
systems
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 16 16
Area Model
Thermal
Model
Wiring
Statistics
Fixed Parameters
Wire
Capacitance
Delay
Tolerance
Adjustments
Adjust for Latency
of Long Paths Total Power
Leakage Power
Tolerance
Adjustments
I-V Model Leakage
Model
Device Structure
Variables: Initial Guess
Constrained
Optimizer
New Values:
Improved
Guess
Processor
Chip Model
Technology Optimization Program: Some trends
Frank, et al., Proc. IEEE ‘01
Frank, IBM J. R&D, ’02
Frank, IEDM ’02
Frank, et al., IBM J. R&D, ’06
Frank, et al., IEDM ‘11
Analytical models spanning
technology, circuits, and
systems
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 17 17
0.1
1
10
1.E+13 1.E+14 1.E+15 1.E+16
Performance (transitions/sec)
En
erg
y/t
ran
sit
ion
(fJ
)
FinFET III-V 2x III-V 4x
1x (=Si)
2x (~GaAs)
4x (~InGaAs)
Drive current multiplier:
0
0.2
0.4
0.6
0.8
1
1.2
1.4
0 2 4 6 8 10 12 14 16
Frequency (GHz)
Su
pp
ly V
olt
ag
e (
V)
Fin 2x 4x
Approximate III-V benefit by increasing mobility in FET model:
Higher III-V mobility enables lower voltage
III-V FETs: Adjust m
1x (=Si)
2x (~GaAs)
4x (~InGaAs)
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 18
Tunnel FETs: Adjust k and m
18
Approximate TFET tradeoff by decreasing Boltzmann’s constant and
mobility in FET model:
0
500
1000
1500
2000
2500
3000
0 20 40 60 80 100
Sub-VT swing (mV/dec)
Pe
rfo
rma
nc
e (
arb
un
its
) 1x
0.6x
0.4x
0.25x
0.15x
0.04x
0.01x
0.003x
0.001x
0.0003x
Highest drive current
Lowest drive current
Mobility multiplier:
11nm Node
25W/cm2
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 19 19
Some Intuition: Si vs. III-V vs. TFET
0.01
0.1
1
10
1.E+07 1.E+08 1.E+09 1.E+10 1.E+11
Frequency (Hz)
En
erg
y p
er
log
ic t
ran
sit
ion
(fJ
)
PDSOI 22nm
PDSOI 16nm
PDSOI 11nm
FinFET Si
FinFET GaAs
FinFET InGaAs
TET 1x
TFET 1/3x
TFET 1/10x
PDSOI
TFET (~30mV/dec)
FinFET
High-freq
III-V: A little boost for high-freq applications
TFET: A win for low-freq application only w/FET-like Ion
Low-freq
Hacking generic FET model:
III-V: Adjust m
TFET: Adjust k, m
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 20
Outline
State of the art
– Devices
– Materials
– A bit of physics
CMOS compatible switches
– Tunnel FET
– Carbon electronics
Post CMOS FETs
– Graphene FETs
– Piezo FETs
More exotic stuff
– Spin for digital logic
Summary
![Page 21: Transistors for ever! · IBM Research 7 IBM l | Data Abundant Systems WS April 2014 © 2006 IBM Corporation 10 1 10 2 10 3 10 4 10 5 10 6 10-2 10-1 10 0 10 1 10 2 10 3 Delay, ps fJ](https://reader035.vdocuments.site/reader035/viewer/2022071211/602245188dfdac724a57be27/html5/thumbnails/21.jpg)
IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 21
Tunnel FETs – beat the 60mV/dec SS limit
Need Con Solution
EG Small band
gap for high
Ion
Large band
gap for low
Ioff
Hetero
Structures
with
appropriate
band off sets
m Small tunnel
mass for
high Ion
(band-to-
band
tunneling)
Large tunnel
mass for low
Ioff (S/D
tunneling)
Hetero
structures with
large channel
mass
Small tunnel
distance for
high Ion
Planar
multigate
Wire, CNT
G
G
EmGE
EB
G
eE
eE
EI
2
32
~~
3
IVVDV
VS
dsgsgs
gs~
),(2~
2
S
Vgs
S= 60mV/dec
Log Ids
High Vth low
power space
Krishna K. Bhwalka et al. 2005
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 22
Ion is the problem
105 103 104
Vds swing ~ 0.5V
Vgs swing is 1.5V
Proper comparison
needs same swing on Vds
and Vgs
Ionesco IEDM 2013 Tutorial Ionesco IEDM 2013 Tutorial
106
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 23
Ion is the problem
Ionesco IEDM 2013 Tutorial
Vdd=0.5V fixed lkg
105 103 104 106
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 24
Ion is the problem
Ionesco IEDM 2013 Tutorial
Vdd=0.5V fixed lon
105 103 104 106
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 25
G. Zhou et al, EDL 33,2012
32nm HP at 0.5V
Ion is the problem
Ionesco IEDM 2013 Tutorial
105 103 104 106
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 26
Model predictions at 5nm node
Ion ~ 10mA/mm at 10pA/mm lkg
U. Avci et al. IEDM 2013
No PFET advantage
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 27
Model predictions at 5nm node Ion ~ 10mA/mm at 10pA/mm lkg
U. Avci et al. IEDM 2013
g g
0 0.5 1 1.5100
1 103
1 104
1 105
1 106
1 107
1 108
1 109
Ron_off Vdd 2, 0.090, ( )
Ron_off Vdd 2, 0.04, ( )
Ron_off Vdd 4, 0.09, ( )
Ron_off Vdd 4, 0.04, ( )
Ron_off Vdd 8, 0.09, ( )
Ron_off Vdd 8, 0.04, ( )
Vdd
0 2 4 6 81 10
6
1 104
0.01
1
100
Ioff_2 beta L 103
, 106
Ion_2 0.3 0.3, beta, 0.09, L, ( ) 106
Ion_2 0.3 0.3, beta, 0.04, L, ( ) 106
beta
=4
=2
g g
0 0.5 1 1.5100
1 103
1 104
1 105
1 106
1 107
1 108
1 109
Ron_off Vdd 2, 0.090, ( )
Ron_off Vdd 2, 0.04, ( )
Ron_off Vdd 4, 0.09, ( )
Ron_off Vdd 4, 0.04, ( )
Ron_off Vdd 8, 0.09, ( )
Ron_off Vdd 8, 0.04, ( )
Vdd
0 2 4 6 81 10
6
1 104
0.01
1
100
Ioff_2 beta L 103
, 106
Ion_2 0.3 0.3, beta, 0.09, L, ( ) 106
Ion_2 0.3 0.3, beta, 0.04, L, ( ) 106
beta
Ioff
Ion
S=90mV/dec
Ion
S=40mV/dec
I (m
A/m
m)
Vdd=300mV
I on/I
off
S=90mV/dec
S=40mV/dec
High
Performance
Ultra Low Power
3.2
21
passive
active
th
P
P
SV8
passive
active
P
P
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 28
0.1
1
1.E+08 1.E+09 1.E+10
Frequency (Hz)
Su
pp
ly V
olt
ag
e (
V)
TFET FinFET
FinFET
TFET
1
10
100
1.E+08 1.E+09 1.E+10
Frequency (Hz)
Dim
en
sio
n (
nm
)
TFET diam FinFET tsi FinFET h
Fin height
TFET diameter
Fin width
Optimizing InAs/GaSb TFETs
28 28
Combine TFET model with InAs/GaSb band structure
– IBM internal tool for band structure calculations [S. Laux]
Optimization w/proper model defines practical TFET targets:
– Target TFET Vdd are lower than FinFET
– Fin pitch can be tighter than TFET nanowire pitch, indicating lower
integration density for TFETs
Solomon, et al., DRC ‘11
![Page 29: Transistors for ever! · IBM Research 7 IBM l | Data Abundant Systems WS April 2014 © 2006 IBM Corporation 10 1 10 2 10 3 10 4 10 5 10 6 10-2 10-1 10 0 10 1 10 2 10 3 Delay, ps fJ](https://reader035.vdocuments.site/reader035/viewer/2022071211/602245188dfdac724a57be27/html5/thumbnails/29.jpg)
IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 29
Carbon Electronics - Material properties
29
Graphene Carbon Nanotube (CNT) Buckyball (C60)
http://www.nano-enhanced-wholesale-technologies.com/faq/carbon-forms.htm
s
cmv f
810
1*,
dmEg
Carbon Nano Tube
10 times faster than Si!
(n,m) chirality
![Page 30: Transistors for ever! · IBM Research 7 IBM l | Data Abundant Systems WS April 2014 © 2006 IBM Corporation 10 1 10 2 10 3 10 4 10 5 10 6 10-2 10-1 10 0 10 1 10 2 10 3 Delay, ps fJ](https://reader035.vdocuments.site/reader035/viewer/2022071211/602245188dfdac724a57be27/html5/thumbnails/30.jpg)
IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 30
Graphene (Eg=0) vs CNT (Eg ≠ 0)
Ion/Ioff < 10
10-11
10-10
10-9
10-8
10-7
10-6
10-5
I d (
A)
-1.0 -0.5 0.0 0.5Vgs (V)
Vds = -0.4 V
Lch = 9 nm
Lch = 18 nm
Lch = 41 nm
Lch = 320 nm
dCNT = 1.3 nm
Ion/Ioff ~ 104
14
12
10
8
6
4
2
0
I d (µ
A)
-0.4-0.3-0.2-0.10.0Vds (V)
Vgs - Vth = -0.9 V to 0.1
in 0.2 V steps
Perfect scalability CNT Lg=9nm
Low gain G= gm/gd
Low Ion/Ioff ratio
Current saturation provides high gain
![Page 31: Transistors for ever! · IBM Research 7 IBM l | Data Abundant Systems WS April 2014 © 2006 IBM Corporation 10 1 10 2 10 3 10 4 10 5 10 6 10-2 10-1 10 0 10 1 10 2 10 3 Delay, ps fJ](https://reader035.vdocuments.site/reader035/viewer/2022071211/602245188dfdac724a57be27/html5/thumbnails/31.jpg)
IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 31
0
500
1000
1500
2000
2500
3000
14nm
10nm 7n
m5n
m
CNT_a
s is
CNT_o
pt
CNT_o
pt
CNT_o
pt
Ids
at
(uA
/um
)
500
600
700
800
900
1000
Vd
d (
mV
)
Id sat
Vdd
Si Roadmap
14
12
10
8
6
4
2
0
I d (µ
A)
-0.4-0.3-0.2-0.10.0Vds (V)
Vgs - Vth = -0.9 V to 0.1
in 0.2 V steps
Projected 5nm design point • GC pitch 36nm • Lg ~ 12nm • Idsat = 1600uA/um at Vdd = 750mV
CNT at 8nm pitch exceeds ITRS
targets • Idsat = 798uA/um at Vdd=750mV • With optimized device (emb. gate)
−Idsat= 2593uA/um at Vdd=750mV −Idsat= 1600uA/um at Vdd=600mV
2011 scaling result • Lg ~ 9nm • Ion/Ioff ~ 104
• No optimized Rext
ITRS roadmap (HP)
0
10
20
30
40
50
60
70
80
90
14nm
10nm 7nm
5nm
CNT_a
s is
CNT_o
ptCNT_o
ptCNT_o
pt
CP
P (
nm
), L
g (
nm
)
CPP
Lg
![Page 32: Transistors for ever! · IBM Research 7 IBM l | Data Abundant Systems WS April 2014 © 2006 IBM Corporation 10 1 10 2 10 3 10 4 10 5 10 6 10-2 10-1 10 0 10 1 10 2 10 3 Delay, ps fJ](https://reader035.vdocuments.site/reader035/viewer/2022071211/602245188dfdac724a57be27/html5/thumbnails/32.jpg)
IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 32
0
200
400
600
800
1000
1200
14nm
10nm 7n
m5n
m
CNT_a
s is
CNT_o
pt
CNT_o
pt
CNT_o
pt
Ids
at
(uA
/um
)
500
600
700
800
900
1000
Vd
d (
mV
)
Id sat
Vdd
Si Roadmap
14
12
10
8
6
4
2
0
I d (µ
A)
-0.4-0.3-0.2-0.10.0Vds (V)
Vgs - Vth = -0.9 V to 0.1
in 0.2 V steps
Projected 5nm design point •GC pitch 36nm • Lg ~ 12nm • Idsat = 533uA/um at Vdd = 750mV
CNT at 8nm pitch exceeds ITRS
targets • Idsat = 204uA/um at Vdd=750mV •With optimized device (emb. gate)
−Idsat= 1018uA/um at Vdd=750mV −Idsat= 534uA/um at Vdd=640mV
2011 scaling result • Lg ~ 9nm • Ion/Ioff ~ 104
• No optimized Rext
ITRS roadmap (LP)
0
10
20
30
40
50
60
70
80
90
14nm
10nm 7nm
5nm
CNT_a
s is
CNT_o
ptCNT_o
ptCNT_o
pt
CP
P (
nm
), L
g (
nm
)
CPP
Lg
![Page 33: Transistors for ever! · IBM Research 7 IBM l | Data Abundant Systems WS April 2014 © 2006 IBM Corporation 10 1 10 2 10 3 10 4 10 5 10 6 10-2 10-1 10 0 10 1 10 2 10 3 Delay, ps fJ](https://reader035.vdocuments.site/reader035/viewer/2022071211/602245188dfdac724a57be27/html5/thumbnails/33.jpg)
IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 33
Full Chip Optimization
33
0.01
0.1
1
10
1.E+06 1.E+07 1.E+08 1.E+09 1.E+10 1.E+11
Frequency (Hz)
En
erg
y p
er
log
ic t
ran
sit
ion
(fJ
)
PDSOI
III-V TFET
FinFET CNTFET
Magic TFET (m*=.02, d=4nm)
Data above: An optimistic upper bound of CNTFETs/TFETs?
– Will the benefit be worth the development risk/cost?
– High-frequency vs. low-frequency applications?
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 34
Technology Requirements for 5 nm Node
Accurate placement of CNTs at 8 nm pitch
6 CNTs per device at high purity (no metallic CNTs) ~ < 3×10-6
Reliable transistor action at sub 10nm gate length
8 nm
30 nm
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 35 35
Contact scaling
35
Hero device!
Typically reported contact length is around 300nm
Need more focus on smaller contacts in the sub 20nm regime
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 36
Power performance optimization with correct contact scaling
0.1
1
10
1.E+09 1.E+10 1.E+11
Frequency (Hz)
En
erg
y (f
J)
22nm
14nm
10nm
7nm
5nm
3.5nm
2.5nm
1.7nm
1.2nm
7nm CNFET
5nm CNFET
3.5nm CNFETdL
nmkR
c
ext
267 W
FinFET
22nm …
CNT
7nm, 5nm, 3.5nm node
x5
![Page 37: Transistors for ever! · IBM Research 7 IBM l | Data Abundant Systems WS April 2014 © 2006 IBM Corporation 10 1 10 2 10 3 10 4 10 5 10 6 10-2 10-1 10 0 10 1 10 2 10 3 Delay, ps fJ](https://reader035.vdocuments.site/reader035/viewer/2022071211/602245188dfdac724a57be27/html5/thumbnails/37.jpg)
IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 37
Optimizer cross check
)),(2,),((0),(
1
1ln),(
2
0 2
1
2
1
0 extdgdextdggdg
k
kT
VE
kT
E
q
dg RVVIVRVVIVIVVI
e
e
qR
kTVVI
dkgsfs
kgsfs
e
e
eFs
Ev
Vgs Id Vds
Ec
eFd
E0
- -
Vs=0
ssdsgssfdsfs
kE kT
qgsf
g
f
g
g
fjg
CCVgCVgQQ
e
EgdqQ
Ev
Eg
E
nmd
mnjd
vE
mnmna
d
kg
fsk
j
j
ee
eee
e
e
e
ee
)()(),(),(
1
1),(),(
2
12
8),(
....eV ,434.2 ,217.1 ,609.0
4.1
)(3
122
)(3
2
0
2
1
2
2
22
![Page 38: Transistors for ever! · IBM Research 7 IBM l | Data Abundant Systems WS April 2014 © 2006 IBM Corporation 10 1 10 2 10 3 10 4 10 5 10 6 10-2 10-1 10 0 10 1 10 2 10 3 Delay, ps fJ](https://reader035.vdocuments.site/reader035/viewer/2022071211/602245188dfdac724a57be27/html5/thumbnails/38.jpg)
IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 38
γ 0.5:
0.2 0 0.2 0.40
5
10
15
I2 0.9 BB Vd1, γ,
10
6
I2 0.7 BB Vd1, γ,
10
6
I2 0.5 BB Vd1, γ,
10
6
Id_dat
Vd1 Vd1, Vd1, Vd_dat,
εfs 0.4
Rq 6.5 103
gaps0
0.609
BB 0.250
QG 5.0
QD 0.11
T0 300 QS 1
Vdd 0.5: L 0.010 P 1000 Ilk 32:
S 89300
300
:
y 1:
Model Calibration
14
12
10
8
6
4
2
0
I d (µ
A)
-0.4-0.3-0.2-0.10.0Vds (V)
Vgs - Vth = -0.9 V to 0.1
in 0.2 V steps
Match source and drain coupling to fit SCE : DIBL & SS
![Page 39: Transistors for ever! · IBM Research 7 IBM l | Data Abundant Systems WS April 2014 © 2006 IBM Corporation 10 1 10 2 10 3 10 4 10 5 10 6 10-2 10-1 10 0 10 1 10 2 10 3 Delay, ps fJ](https://reader035.vdocuments.site/reader035/viewer/2022071211/602245188dfdac724a57be27/html5/thumbnails/39.jpg)
IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 39
Comparison with optimizer
CNT diameter and Rs taken from optimizer results
– Modified work function to hit off current
– Modified effective gate capacitance to hit on current
Reasonable agreement of data based model with optimizer device!
Parameter Data
Lg 10
Gate bottom
Lc long
d 1.4 1.13 1.13 1.74 1.74
Cg (fF/mm) 0.118
Tdiel 3 2 2 2 2
eps diel 5
Rext W/cnt 5000 5500 5500 4100 4100
Vdd (V)
Ioff (nA/cnt) 32 32 108 108
Ion mA/cnt) 13 13.7 7.6 7.9Ieff (mA/cnt) 7.9 7.6 4.7 4.4
10 10
0.74 0.93
0.5 0.31
Opt1 Opt2
short short
20 20
GAA GAA
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 40
Rext - Data versus Model (Pd)
0
5
10
15
20
25
30
35
40
45
1 10 100 1000
Lc (nm)
Rc (
kO
hm
/ sid
e)
mod_260
mod_120
mod_65
Rc_Pd
Need reduction by x 2 to 3
Need a factor 2 to 3 improvement in contact resistance to obtain
power / performance benefit predicted by optimizer
10
s
c
sext R
dL
RR
![Page 41: Transistors for ever! · IBM Research 7 IBM l | Data Abundant Systems WS April 2014 © 2006 IBM Corporation 10 1 10 2 10 3 10 4 10 5 10 6 10-2 10-1 10 0 10 1 10 2 10 3 Delay, ps fJ](https://reader035.vdocuments.site/reader035/viewer/2022071211/602245188dfdac724a57be27/html5/thumbnails/41.jpg)
IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 41
0.1
1
10
1.E+09 1.E+10 1.E+11
Frequency (Hz)
En
erg
y p
er
tra
ns
itio
n (
fJ)
Rs=67 Rs=120 Rs=250
Impact of Rext at 5nm node
1
1.5
2
2.5
3
1.E+09 1.E+10 1.E+11
Frequency (Hz)
CN
T D
iam
ete
r (n
m)
Rs=67 Rs=120 Rs=250
0
0.05
0.1
0.15
0.2
0.25
0.3
0.35
0.4
1.E+09 1.E+10 1.E+11
Frequency (Hz)
Su
pp
ly V
olt
ag
e,
VD
D (
V)
Rs=67 Rs=120 Rs=250
Fin envelope
dL
nmkRR
c
sext
2W
Design space provides Rext and CNT
diameter trade-off
![Page 42: Transistors for ever! · IBM Research 7 IBM l | Data Abundant Systems WS April 2014 © 2006 IBM Corporation 10 1 10 2 10 3 10 4 10 5 10 6 10-2 10-1 10 0 10 1 10 2 10 3 Delay, ps fJ](https://reader035.vdocuments.site/reader035/viewer/2022071211/602245188dfdac724a57be27/html5/thumbnails/42.jpg)
IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 42
10
100
1000
1 10 100 1000
Lc (nm)
Re
xt
(Oh
m u
m /
sid
e)
Rext – comparison with Si technology
1s
CNTc
soc R
DL
RR
Rs0=65kW nm2
120 250
rc=2Wmm2
0.65 0.1
Si contact scaling
CNT contact scaling
(empirical)
Rext versus contact length
CNTs face a similar contact scaling challenge as Silicon, however only
Rc has to be reduced no extension or spreading resistance component
to Rext
CNT
Si d
cT
extension
T
c
T
cext
RL
RL
L
LR
r
r
coth
5nm node
today
![Page 43: Transistors for ever! · IBM Research 7 IBM l | Data Abundant Systems WS April 2014 © 2006 IBM Corporation 10 1 10 2 10 3 10 4 10 5 10 6 10-2 10-1 10 0 10 1 10 2 10 3 Delay, ps fJ](https://reader035.vdocuments.site/reader035/viewer/2022071211/602245188dfdac724a57be27/html5/thumbnails/43.jpg)
IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 43
Outline
State of the art
– Devices
– Materials
– A bit of physics
CMOS compatible switches
– Tunnel FET
– Carbon electronics
Post CMOS FETs
– Graphene FETs
– Piezo FETs
More exotic stuff
– Spin for digital logic
Summary
![Page 44: Transistors for ever! · IBM Research 7 IBM l | Data Abundant Systems WS April 2014 © 2006 IBM Corporation 10 1 10 2 10 3 10 4 10 5 10 6 10-2 10-1 10 0 10 1 10 2 10 3 Delay, ps fJ](https://reader035.vdocuments.site/reader035/viewer/2022071211/602245188dfdac724a57be27/html5/thumbnails/44.jpg)
IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 44
Post CMOS logic Switch should have …
High drive current at sufficient low voltage
Sufficient On/Off ratio
Gain to restore signals
Input / Output isolation
Scalability
… if we continue along the path of combinatory logic
![Page 45: Transistors for ever! · IBM Research 7 IBM l | Data Abundant Systems WS April 2014 © 2006 IBM Corporation 10 1 10 2 10 3 10 4 10 5 10 6 10-2 10-1 10 0 10 1 10 2 10 3 Delay, ps fJ](https://reader035.vdocuments.site/reader035/viewer/2022071211/602245188dfdac724a57be27/html5/thumbnails/45.jpg)
IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 45 45
BisFET
Spontaneous coherence (BOSE-Einstein Condensate)
55.0
25.2
4
2
F
q
e
Vacuum
SiO2
Sodemann, Pesin, MacDonald Phys. Rev B 2012
n=p GaAs/AlGaAs double quantum wells
low temperatures,
presence of a magnetic field.
Eisenstein,MacDonald, Nature 432, 691 (2004).
![Page 46: Transistors for ever! · IBM Research 7 IBM l | Data Abundant Systems WS April 2014 © 2006 IBM Corporation 10 1 10 2 10 3 10 4 10 5 10 6 10-2 10-1 10 0 10 1 10 2 10 3 Delay, ps fJ](https://reader035.vdocuments.site/reader035/viewer/2022071211/602245188dfdac724a57be27/html5/thumbnails/46.jpg)
IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 46 46
BisFET
Initial predictions
VG
nVn
VG
p
Vp
Vds
Ids
MOSFET
BisFET
Graphene
electrons
holes
VG
nVn
VG
p
Vp
VG
nVn
VG
p
Vp
VG
nVn
VG
p
Vp
Vds
Ids
MOSFET
BisFET
Graphene
electrons
holes
Low voltage high performance
– Predicted supply voltage as low as 25mV at 100GHz clock frequency at 0.008aJ (inverter)
– Pulsed logic different from traditional CMOS operation
– Requires multiphase clock, providing clock is still a problem to achieve low power potential
0
0.2
0.4
0.6
0.8
1
0 0.5 1 1.5 2 2.5
alpha
2*d
ela
ta/E
_F
unscreened
screened
SiO2 Vaccum
kFd 0
Initial estimates
Banerjee et all, IEEE EDL, 30 (2) 158-160 (2009)
![Page 47: Transistors for ever! · IBM Research 7 IBM l | Data Abundant Systems WS April 2014 © 2006 IBM Corporation 10 1 10 2 10 3 10 4 10 5 10 6 10-2 10-1 10 0 10 1 10 2 10 3 Delay, ps fJ](https://reader035.vdocuments.site/reader035/viewer/2022071211/602245188dfdac724a57be27/html5/thumbnails/47.jpg)
IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 47 47
BisFET
Better understanding of BEC formation
VG
nVn
VG
p
Vp
Vds
Ids
MOSFET
BisFET
Graphene
electrons
holes
VG
nVn
VG
p
Vp
VG
nVn
VG
p
Vp
VG
nVn
VG
p
Vp
Vds
Ids
MOSFET
BisFET
Graphene
electrons
holes
Screening implies
– BEC needs to be imbedded in low e material
– Gates need to be removed from BEC (requires larger gate voltages)
– Critical density is controlled by control gate, to avoid switching of large voltages
0
0.2
0.4
0.6
0.8
1
0 0.5 1 1.5 2 2.5
alpha
2*d
ela
ta/E
_F
unscreened
screened
SiO2 Vaccum
kFd 0
screened unscreened
Register et al. ECS Transactions, 45 (4) 3-14 (2012)
Sodemann, Pesin, MacDonald Phys. Rev B 2012
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 48 48
Graphene pn junction
Over coming low Ion/Ipoff ratio of
graphene FET by introducing
energy filter function
Tilted junctions
Physical transport gaps R.Sajjad, A.Ghosh, Applied Phys. Lett. (2011); R, Sajjad, A. Ghosh,
arXiv:1305.7171 (2013).
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 49
Graphene pn Junction
2112
1
2211
),/(sin
sinsin
nnnn
nn
B
2112
1
2211
),/(sin
sinsin
eeee
ee
c
x
Klein tunneling
– Energy conservation
– ky-conservation
– Jx(x) conservation kx -kx, vx vx
– Conservation of pseudo spin no back scattering
E(x)
E
E
Ef
kx
kx
x e1
e2
x
y
op
tics
Kle
in tu
nn
elin
g
![Page 50: Transistors for ever! · IBM Research 7 IBM l | Data Abundant Systems WS April 2014 © 2006 IBM Corporation 10 1 10 2 10 3 10 4 10 5 10 6 10-2 10-1 10 0 10 1 10 2 10 3 Delay, ps fJ](https://reader035.vdocuments.site/reader035/viewer/2022071211/602245188dfdac724a57be27/html5/thumbnails/50.jpg)
IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 50
Graphene pn Junction
Transmission through pn junction
|VG1|= |VG2|
1
2
3 e
e
1 2
1
sinC
E(x)
E E
Ef
kx
kx qVj<0 ENP=-qVj
x
2
1 1010
1 1011
1 1012
1 1013
0
50
100
c 5 1012
5
n10
12,
180
5
n10
12
212105 cmn
p (cm-2)
c
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 51
Graphene pn Junction
Transmission through pn junction
|VG1|= |VG2| |VG1|> |VG2|
1
2
3 e
e
1 2
1
sinC
1
2
3
E(x)
E E
Ef
kx
kx
qVj<0
ENP=-qVj
x
E(x) E
E
Ef
kx
kx
qVj<0
ENP=-qVj
x
2
1 1010
1 1011
1 1012
1 1013
0
50
100
c 5 1012
5
n10
12,
180
5
n10
12
212105 cmn
p (cm-2)
c
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IBM Research
© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 52
Graphene pn Junction
Transmission through pn junction
|VG1|= |VG2| |VG1|> |VG2| VG2 = 0
1
2
3 e
e
1 2
1
sinC
1
2
3
1
2
3
E(x)
E E
Ef
kx
kx qVj<0 ENP=-qVj
x
E(x)
E E
Ef
kx
kx
qVj<0
ENP=-qVj
x
2
1 1010
1 1011
1 1012
1 1013
0
50
100
c 5 1012
5
n10
12,
180
5
n10
12
212105 cmn
p (cm-2)
c
E(x) E
E
Ef
kx
kx
qVj<0
ENP=-qVj
x
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© 2006 IBM Corporation IBM l | Data Abundant Systems WS April 2014 53
Graphene pn junction
c
2
1 1010
1 1011
1 1012
1 1013
0
50
100
c 5 1012
5
n10
12,
180
5
n10
12
212105 cmn
p (cm-2)
c
212105 cmp90º
OFF
B
C> B
C< B
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Piezo Electric FET
In a mechanically clamped structure, the resulting pressure drives
an insulator metal transition in a piezoresistive (PR) film,
allowing a current, IS to flow – hence low RC time.
The area ratio aPR/APE << 1 steps up the pressure in the PR.
Supply voltage Scales with geometry & material properties
PR
PEPR
G
Y
L
A
a
Y
l
Vdp
33
VG
d33
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Piezo Electric FET – fast low voltage switch
Desirable
Corner
Faster switching in
smaller devices
Inte
r sta
ge d
ela
y (
ps)
L=13.3nm
L=26.6nm
High performance, low supply voltage and high fan-out
capable
Piezo Electric FET is a CMOS compatible switch with
equivalent scaling rules
sound
L
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(b)
Ir tipped
PR pillars
Sapphire
plate
IND
EN
TO
R
PR
substrate
metal
Plate
Spacer
support
array
PZ
T
AC
TU
AT
OR
Actuator
area
Ir
landing
pad
PR
RE
CE
IVE
R
Processed Sapphire Plate
sapphire plate
Indenter ball
0 -2 -4 -6 -8 -10 -12 -14 -16 -18
1E-7
1E-6
PR
Conducta
nce (
S)
VG (V)
Indentor
Displacement
(mm)
0
1
2
3
VD = +/- 100 mV
-1.0 -0.8 -0.6 -0.4 -0.2 0.0 0.2 0.4 0.6 0.8 1.0
-10µ
-5µ
0
5µ
10µ
-4
VPIEZO =:Indentor Displacement = 1 mm
SP displacement ~ 0.6 nm
Cu
rre
nt (A
)
Voltage (V)
0
-16-12
-8
GATE CHARACTERISTICS DRAIN CHARACTERISTICS
Piezo Electric FET – first device demonstration
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Outline
State of the art
– Devices
– Materials
– A bit of physics
CMOS compatible switches
– Tunnel FET
– Carbon electronics
Post CMOS FETs
– Graphene FETs
– Piezo FETs
More exotic stuff
– Spin for digital logic
Summary
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Computing with Alternate State Variables
Many different device ideas being considered – some
‘likely’ attributes compared to CMOS
– Slower
– Denser / 3D
– Local interconnect focused
– Uniform arrays / sea-of-gates
– Variability still an issue
Architecture / System Question
– How to get high computation throughput with these attributes?
• Impact on software stack, legacy software
– Can we walk away from pushing single thread performance?
Proof of concept?
‘Switch’ ~ msecs
~108 MIPs
~30W
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Propagation Velocities
Medium Vel.
(cm/s)
TOF
(-/mm)
TOF
(-/nm)
Electro-magnetic (Light)
TEM (metal wire)
2x1010
2x1010
5 ps
5 ps
electrons (crystal max.)
electrons (Si)
~108
107
1 ns
10 ns
10 fs
Spin Wave 106 100 ns 0.1 ps
Sound 5x105 200 ns 0.2 ps
Bio – reflex arc 5x103 20 ms
Bio – brain short-range 1 100 ms
E/M propagation has huge
speed advantage over all
others*.
How does the brain do so
much at such slow speeds?
– Huge architectural and
algorithmic efficiencies
Slow speeds are still useful
at intra-device (nm)
distances.
* Propagation down wires is a special case, Transverse Electric and Magnetic fields, with no long wavelength cut-off.
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Considerations for spin logic operation
60
A controlled spin-current propagation scheme with high-density, high-speed operation in mind.
– “Spinwire” with lo loss coupling to the switch and low dissipation
A spin-signal-based amplifier with good saturation characteristics for signal-leveling.
Dissipation-less spin current-based logic only make sense if the volume of logic operation is performed in spin-space.
Alternatively, one has to go beyond von Neumann architecture. Concrete designs are still needed.
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Considerations for spin logic operation
61
Speed: <tsw> (I – Ic0) of ~ 1 pA-sec (at 40nm-ish. Scales down with bit volume linearly).
Reliable logic state definition
– thermal barrier height Ic0 (1mA/kBTambient).
– Thermal broadening: Needs I >> Ic0 for 10-15 BER operation, depending on barrier height.
On-off ratio: likely limited by magnetic thermal fluctuations of the electrodes (unlikely to go beyond 1:100).
1 20:t0 0.425:
1 103
0.01 0.1 1 101 10
151 10
141 10
131 10
121 10
111 10
101 10
91 10
81 10
71 10
61 10
51 10
41 10
30.01
0.11
wer2 t t0, 1000, 1,( )
wer2 t t0, 100, 1,( )
wer2 t t0, 10, 1,( )
t
I/Ic0=10
1000
100
W sc MI 0
wer
Write time (ns)
(for spin torque switching)
K Munira, W H. Butler, and A W. Ghosh TED 2012
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Summary State of the art
– Conventional devices will be carry the industry to the 7nm node
– To address power constraints supply voltage needs to de reduced, possibly to a lower limit of 0.5V
– High mobility channel materials might help, will possibly be used in relaxed density compared to silicon devices
CMOS compatible switches
– Tunnel FETs are elusive – what limits the on current? Is this fundamental
– CNTs seem to be the best match for CMOS operation. Most beneficial in low voltage operation. Purity & placement a major hurdles to overcome
Post CMOS FETs
– BisFET and pn jct offer the potential for low voltage operation. However device concept not yet demonstrated
– Piezo FET is a transducer ( mechanical electrical) device that would allow low voltage operation. Scaling properties are intriguing.
More exotic stuff
– Spin has its place for memory. For digital logic not there yet.
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The roadmap in three stanzas!
At the beginning there were …
Sirs Walter and William and John
They had the ultimate fun
They conceived a device
That worked pretty nice
And the Si days had begun
… and along came Moore …
Gorden the knight from the west
Thought, I can explain it the best
He looked at the trend
It never did bend
So it is exponential at best! How small can we go?
Nano is pretty darn small
Its magic captures us all
Going smaller at last
Will continue the past
But remember - in the end there is nothing at all