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Greg Yeric © 2017 Graphene for future VLSI Greg Yeric [email protected] Fellow ARM Research

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Page 1: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Graphene for future VLSI

Greg Yeric

[email protected]

Fellow

ARM Research

Page 2: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Why did the semiconductor industry get so excited about graphene?

2

Page 3: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

The problem with planar MOSFETs

3

Gate

Source Drain

Substrate

One-dimensional field leakage

Page 4: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

0.01

0.10

1.00

10.00

1970 1980 1990 2000 2010 2020

Feat

ure

Siz

e, u

m

Year of Production

Technology Node, um

Physical Gate Length, um

Strain Era

3

2

1.5

0.81.0

0.50.35

0.250.18

0.090.13

0.0650.045

0.032

0.020

0.014

Gate length scaling hampered by leakage,

Reduces drive current scaling,

Make that up with channel strain to

increase mobility

Page 5: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

CMOS strain era

1

10

100

1000

10000

100000

1980 1985 1990 1995 2000 2005 2010 2015 2020

Conventional NMOS

Conventional PMOS

mobili

ty

Page 6: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

MOSFET Stress, if at macro scale

PMOS Stress

NMOS Stress

1 square inch chip:

Page 7: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

0.01

0.10

1.00

10.00

1970 1980 1990 2000 2010 2020

Feat

ure

Siz

e, u

m

Year of Production

Technology Node, um

Physical Gate Length, um

~16/14nm: We needed better electrostatics

FinFET:

Scale gate lengths,

Reduce leakage

3

2

1.5

0.81.0

0.50.35

0.250.18

0.090.13

0.0650.045

0.032

0.020

0.014

FinFET gate (blue) can exert

field from both left and right

Page 8: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Gate All-Around Horizontal Nanowire

8

5nm 3nm

???

Page 9: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Materials innovation: Graphene

Andre Geim Konstantin Novoselov

+ = 2010

Nobel Prize

9

2004:

Page 10: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Graphene FET

Best possible field confinement

Page 11: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Device Mobility Comparison

1

10

100

1000

10000

100000

1980 1985 1990 1995 2000 2005 2010 2015 2020

Conventional NMOS

Conventional PMOS

graphene N and P

mobili

ty

Page 12: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Transistor scaling’s dirty secret: Parasitics

12

HS Wong, et al., SISPAD 2009

Page 13: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Graphene FET

100x mobility

Best possible field confinement

Low aspect ratio = low parasitic cap

BUT: no band gap!

Page 14: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

No band gap: Not good for VLSI, maybe OK for AMS

http://beforeitsnews.com/science-and-technology/2011/04/ibm-researchers-

develop-a-155-ghz-graphene-transistor-using-a-diamond-like-carbon-

substrate-545003.html

http://www.popularmechanics.com/how-to/blog/ibm-builds-a-

graphene-circuit-16451798

Feb 2014:

IBM sent a text message

using graphene transistors

Page 15: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Graphene bandgap?

Edge treatments

Doping

Hunt, et al. Science, June 2013, v340, n6139 Liu, et al., Nature Nanotechnology 8,

2013, pp 119-124

Yang, et al., GLSVLSI 2010,

pp 263-268

No band gap!

Page 16: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Graphene timeline: 2004-

Andre Geim Konstantin Novoselov

16

+ = 2010

Nobel Prize2004:

Page 17: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Representative “new material” timeline:

1984 GMR Effect discovered

1996 Spin Torque Transfer is proposed]

1996 Motorola begins MRAM research

1998 First Motorola MTJ

1999 Motorola develops 256Kb MRAM Test Chip

2002 Toggle patent granted to Motorola

2004 Motorola separates semiconductor business into Freescale Semiconductor

2006 Industry first MRAM (4Mb) product commercially available

2008 Freescale Semiconductor spins out MRAM business as Everspin Technologies

2010 Everspin qualifies industry first embedded MRAM

2010 Everspin releases 16Mb density

2012 Everspin produces 64Mb ST-MRAM on a 90 nm process

2016 Everspin announces 256Mb ST-MRAM to customers

17

~30 y

ear

s dis

cove

ry t

o p

roduct

Page 18: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Graphene…

…has opened the Pandora’s box

of 2D materials

Hunt, et al. Science, June 2013, v340, n6139 Liu, et al., Nature Nanotechnology 8,

2013, pp 119-124

Yang, et al., GLSVLSI 2010,

pp 263-268

No band gap!

Page 19: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Graphene for future VLSI

Greg Yeric

[email protected]

Fellow

ARM Research

and other 2-dimensional materials^

Page 20: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

MoS2 FET

Molybdenum Disulfide:

Actual band gap (1.9V)

These have been made and work

My favorite, because it’s a “MoS2FET”

Page 21: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Molybdenum Disulfide (MoS2) in the wild:

21

Page 22: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Transistors: How far can they go?

22

Oct 2016

Page 23: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

1nm gate length transistor: looks like a transistor

23

Page 24: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Technology node and transistor gate length

24

0.001

0.010

0.100

1.000

10.000

1970 1980 1990 2000 2010 2020 2030

Feat

ure

Siz

e, u

m

Year of Production

Technology Node, um

Physical Gate Length, um

Page 25: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

MoS2 microprocessor

25

http://spectrum.ieee.org/nanoclast/semiconductors/devices/the-most-complex-2d-microchip-yethttp://www.nature.com/articles/ncomms14948

Page 26: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Example of the materials revolution: 2D materials

These are just the raw materials. Then you can dope, give them edge treatments, etc.

Z. Geng et al.,

“2D Electronics - Opportunities and Limitations”

ESSDERC 2016

26

*

Page 27: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

MoS2

Molybdenum, a metal

Sulfur, a chalcogen

oxygen, sulfur, selenium, and tellurium

chalco: “copper”

Berzelianite:

copper selenide

Covellite:

Copper Sulfide

Cupric Oxide

Weissite:

Copper Telluride

gen: born from:

Page 28: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

MoS2

Together, a chalcogenide

Page 29: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

MoS2

Specifically, a dichalcogenide

Page 30: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

MoS2

Most of the interesting metals for semiconductors are “transition metals”,

“….partially filled d sub-shell….”

Page 31: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

MoS2

So you have a TMD: Transition Metal Dichalcogenide

(lazy people say MX2)

X 2

Page 32: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

What can we do with more than one 2D layer?

32

2012 Device Research Conference

Page 33: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

What if you can’t make a good transistor?

33

Page 34: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

0 20 40 60 80 1000

5

10

15

20

25

30

Line width [nm]

[

-cm

]

Graphene Nanoscale Resistance Model

Primary advantages: reduced “size effect” impact and resistance

Graphene (Stanford 2D Model):

Rrough,edge = 2 nm

λMFP = 30 nm

ρlow = 1.5×10-6 Ω-cm [1]

ρmid = 4×10-6 Ω-cm [1]

Cu (FS-MS Model):

Rcu = 0.72

ρcu = 1.68 × 10-6 Ω-cm

ARcu = 2

pcu = 0.8

λMFP,cu = 39 nm

ρmid Graphene (MoO3)

ρlow Graphene (FeCl3)

Cu (Foundry)

[1] D. Kondo, N. Yokoyama, et al., “Sub-10-nm-wide Intercalated Multi-Layer Graphene Interconnects with Low

Resistivity,” 2014 IEEE International Interconnect Technology Conference/Materials for Advanced Metallization (IITC/MAM)

𝑅 =𝝆𝑙

𝐴

Page 35: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

While everyone is talking about 2D transistors…

35

16/14nm Cu wire

~32nm wide

AIST

IITC 2014

Page 36: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

What if you can’t make a good transistor?

Thermal conductivity 2x copper

Breakdown current 10x copper

Young’s modulus 8x copper

Electromigration JMAX 1000x copper

36

Page 37: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

But wait! There’s More (than Moore)

37

https://www.nwo.nl/en/research-and-

results/research-projects/i/87/11987.html

Page 38: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

But wait! There’s More (than Moore)

38

https://m.phys.org/news/2017-05-

valleytronics-advancement-law.html

Page 39: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

But wait! There’s More (than Moore)

39

Page 40: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

2D materials manufacturing: rapid progress

40

Page 41: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

2D materials manufacturing: rapid progress

41

https://futurism.com/scientists-have-turned-cooking-oil-into-a-material-200-times-stronger-than-steel/

Page 42: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

42

https://futurism.com/we-may-finally-have-a-way-of-mass-producing-graphene/

Page 43: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Graphene is not selfish

43

https://m.phys.org/news/2017-

04-graphene-machine-cheap-

semiconductor-wafers.html

Page 44: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Graphene is not selfish

44

http://spectrum.ieee.org/nanoclast/semicond

uctors/materials/graphene-makes-infinite-

copies-of-exotic-semiconductor-wafers

Page 45: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Why VLSI might not matter to graphene’s success

45

Page 46: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Other 2D material uses

46

https://m.phys.org/news/2017-05-graphane-efficient-

water-free-hydrogen-fuel.html

Page 47: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Other 2D material uses

47

Page 48: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Other 2D material uses

48

http://spectrum.ieee.org/nanoclast/semiconduct

ors/materials/twodimensional-materials-go-

ferromagnetic-creating-a-new-scientific-field

Page 49: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Other 2D material uses

49

Page 50: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Other 2D material uses

50

http://pubs.rsc.org/-/content/articlelanding/2017/ta/c7ta01857f#!divAbstract

Page 51: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Other 2D material uses

51

http://www.materialstoday.com/computation-theory/news/topological-superconductivity-in-2d-materials/

Page 52: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Other 2D material uses

52

Page 53: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Other 2D material uses

53

Page 54: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Other 2D material uses

54

https://link.springer.com/article/10.1007/s10854-017-6896-4

Page 55: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Other 2D material uses

55

https://m.phys.org/news/2017-04-graphene-coating-

deformed.html

Page 56: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Other 2D material uses

56

https://www.dogonews.com/2017/4/27/gra

phene-sieve-may-help-solve-the-worlds-

water-woes

Page 57: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Why VLSI might not matter to graphene’s success

Age of articles cited in this section, in days:

57

8

28

97

101

20

15

5

5

13

44

142

14

10

27

29

31

12

Page 58: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Greg Yeric

© 2017

Summary

Graphene: Will it revolutionize VLSI? Probably not.

Graphene did open up a Pandora’s Box to a new class of materials (and physics).

There is a vast amount of research into other materials, including x-genes and TMDs.

We may see improved CMOS devices from this research, but there may also be new transistor

paradigms that could replace CMOS: Spin, valley.

Graphene and 2D materials could improve signal wiring, thermal problems, and even I/O (photonics,

plasmonics)

Graphene also recently shown to enable low-cost layer transfer

Beyond VLSI, graphene and other 2D materials will almost certainly change the world.

There is simply too much diverse research showing promise to not assume this.

58

Page 59: Graphene for future VLSI - SMTA for future VLSI Greg Yeric greg.yeric@arm.com ... results/research-projects/i/87/11987.html. ... Beyond VLSI, graphene and other

Text 54pt sentence case fin

59