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1

Roadmap on emerging hardware and technology for machine learning

Xia, Qiangfei, Berggren, Karl K, Likharev, Konstantin, Strukov, Dmitri B, Jiang, Hao, Mikolajick, Thomas, Querlioz, Damien, Salinga, Martin, Erickson, John, Pi, Shuang, Xiong, Feng, Lin, Peng, Li, Can

Journal:

Year:

2020

File:

PDF, 5.49 MB

2020

2

[IEEE 2006 7th Annual Non-Volatile Memory Technology Symposium - San Mateo, CA, USA (2006.11.5-2006.11.8)] 2006 7th Annual Non-Volatile Memory Technology Symposium - A Defect-Tolerant Architecture for Nanoelectronic Resistive Memories

Strukov, Dmitri B., Likharev, Konstantin K.

Year:

2006

Language:

english

File:

PDF, 5.27 MB

english, 2006

3

Global Reinforcement Learning in Neural Networks

Ma, Xiaolong, Likharev, Konstantin K.

Journal:

IEEE Transactions on Neural Networks

Year:

2007

Language:

english

File:

PDF, 564 KB

english, 2007

4

RSFQ TECHNOLOGY: PHYSICS AND DEVICES

BUNYK, PAUL, LIKHAREV, KONSTANTIN, ZINOVIEV, DMITRY

Journal:

International Journal of High Speed Electronics and Systems

Year:

2001

Language:

english

File:

PDF, 5.64 MB

english, 2001

5

Hybrid CMOS/Nanoelectronic Circuits: Opportunities and Challenges

Likharev, Konstantin K.

Journal:

Journal of Nanoelectronics and Optoelectronics

Year:

2008

Language:

english

File:

PDF, 10.05 MB

english, 2008

6

Classical Electrodynamics: Lecture notes Lecture notes ||

Likharev, Konstantin K

Year:

2018

Language:

english

File:

PDF, 1.78 MB

english, 2018

7

CrossNets: possible neuromorphic networks based on nanoscale components

Özgür Türel, Konstantin Likharev

Journal:

International Journal of Circuit Theory and Applications

Year:

2003

Language:

english

File:

PDF, 369 KB

english, 2003

8

Neuromorphic architectures for nanoelectronic circuits

Özgür Türel, Jung Hoon Lee, Xiaolong Ma, Konstantin K. Likharev

Journal:

International Journal of Circuit Theory and Applications

Year:

2004

Language:

english

File:

PDF, 405 KB

english, 2004

9

Defect-tolerant nanoelectronic pattern classifiers

Jung Hoon Lee, Konstantin K. Likharev

Journal:

International Journal of Circuit Theory and Applications

Year:

2007

Language:

english

File:

PDF, 288 KB

english, 2007

10

CMOL: Second life for silicon?

Konstantin K. Likharev

Journal:

Microelectronics Journal

Year:

2008

Language:

english

File:

PDF, 353 KB

english, 2008

11

Nanoscale SOI MOSFETs: a comparison of two options

Thomas J. Walls, Victor A. Sverdlov, Konstantin K. Likharev

Journal:

Solid-State Electronics

Year:

2004

Language:

english

File:

PDF, 709 KB

english, 2004

12

COOL-1: the next step in RSFQ computer design

Konstantin Likharev, Mikhail Dorojevets, Paul Bunyk, Dmitry Zinoviev

Journal:

Physica B: Condensed Matter

Year:

2000

Language:

english

File:

PDF, 55 KB

english, 2000

13

Cooling by resonant Fowler–Nordheim emission

Alexander N Korotkov, Konstantin K Likharev

Journal:

Physica B: Condensed Matter

Year:

2000

Language:

english

File:

PDF, 87 KB

english, 2000

14

Temperature scaling of CMOS circuit power consumption

Victor Sverdlov, Yehuda Naveh, Konstantin Likharev

Journal:

Physica E: Low-dimensional Systems and Nanostructures

Year:

2003

Language:

english

File:

PDF, 85 KB

english, 2003

15

Experimental study of resistive bistability in metal oxide junctions

Zhongkui Tan, Vijay Patel, Konstantin K. Likharev, Dong Su, Yimei Zhu

Journal:

Applied Physics A: Materials Science & Processing

Year:

2011

Language:

english

File:

PDF, 916 KB

english, 2011

16

10.1038/35069173

Likharev, Konstantin

Journal:

Year:

2001

Language:

english

File:

PDF, 126 KB

english, 2001

17

CrossNets: High-Performance Neuromorphic Architectures for CMOL Circuits

KONSTANTIN LIKHAREV, ANDREAS MAYR, IBRAHIM MUCKRA, ÖZGÜR TÜREL

Journal:

Annals of the New York Academy of Sciences

Year:

2003

Language:

english

File:

PDF, 1.17 MB

english, 2003

18

Ultrafast superconductor digital electronics: RSFQ technology roadmap

Konstantin K. Likharev

Journal:

Czechoslovak Journal of Physics

Year:

1996

Language:

english

File:

PDF, 929 KB

english, 1996

19

Architectures for nanoelectronic implementation of artificial neural networks: new results

Özgür Türel, Jung Hoon Lee, Xiaolong Ma, Konstantin K. Likharev

Journal:

Year:

2005

Language:

english

File:

PDF, 492 KB

english, 2005

20

Superconductor digital electronics

Likharev, Konstantin K.

Journal:

Physica C: Superconductivity

Year:

2012

Language:

english

File:

PDF, 3.82 MB

english, 2012

21

Design and simulation of molecular nonvolatile single-electron resistive switches

Simonian, Nikita, Likharev, Konstantin K., Mayr, Andreas

Journal:

Journal of Applied Physics

Year:

2013

Language:

english

File:

PDF, 3.59 MB

english, 2013

22

Subelectron transport in single-electron-tunneling arrays

Kaplan, Daniel M., Sverdlov, Victor A., Likharev, Konstantin K.

Journal:

Physical Review B

Year:

2002

Language:

english

File:

PDF, 189 KB

english, 2002

23

Possible performance of capacitively coupled single-electron transistors in digital circuits

Korotkov, Alexander N., Chen, Ruby H., Likharev, Konstantin K.

Journal:

Journal of Applied Physics

Year:

1995

Language:

english

File:

PDF, 1.56 MB

english, 1995

24

[IEEE 2007 IEEE International Symposium on Nanoscale Architectures - San Jose, CA, USA (2007.10.21-2007.10.22)] 2007 IEEE International Symposium on Nanoscale Architectures - Prospects for the development of digital CMOL circuits

Strukov, Dmitri B., Likharev, Konstantin K.

Year:

2007

File:

PDF, 252 KB

2007

25

Prospects for terabit-scale nanoelectronic memories

Strukov, Dmitri B, Likharev, Konstantin K

Journal:

Year:

2005

Language:

english

File:

PDF, 495 KB

english, 2005

26

Possible cooling by resonant Fowler-Nordheim emission

Korotkov, Alexander N., Likharev, Konstantin K.

Journal:

Applied Physics Letters

Year:

1999

Language:

english

File:

PDF, 293 KB

english, 1999

27

[IEEE 2007 65th Annual Device Research Conference - South Bend, IN, USA (2007.06.18-2007.06.20)] 2007 65th Annual Device Research Conference - Hybrid CMOS/Nanodevice Circuits: Architectures, Applications, and Device Needs

Likharev, Konstantin K.

Year:

2007

Language:

english

File:

PDF, 827 KB

english, 2007

28

CMOL FPGA: a reconfigurable architecture for hybrid digital circuits with two-terminal nanodevices

Strukov, Dmitri B, Likharev, Konstantin K

Journal:

Year:

2005

Language:

english

File:

PDF, 2.31 MB

english, 2005

29

[IEEE 2012 IEEE 12th International Conference on Nanotechnology (IEEE-NANO) - Birmingham, United Kingdom (2012.08.20-2012.08.23)] 2012 12th IEEE International Conference on Nanotechnology (IEEE-NANO) - Design and simulation of molecular single-electron resistive switches

Simonian, Nikita, Mayr, Andreas, Likharev, Konstantin K.

Year:

2012

Language:

english

File:

PDF, 1.53 MB

english, 2012

30

Single-electron-parametron-based logic devices

Korotkov, Alexander N., Likharev, Konstantin K.

Journal:

Journal of Applied Physics

Year:

1998

Language:

english

File:

PDF, 499 KB

english, 1998

31

Quantum Fluctuations in Josephson Junction Comparators

Walls, Thomas J., Filippov, Timur V., Likharev, Konstantin K.

Journal:

Physical Review Letters

Year:

2002

Language:

english

File:

PDF, 139 KB

english, 2002

32

Single-electron soliton avalanches in tunnel-junction arrays

Sverdlov, Viktor A., Kaplan, Daniel M., Korotkov, Alexander N., Likharev, Konstantin K.

Journal:

Physical Review B

Year:

2001

Language:

english

File:

PDF, 133 KB

english, 2001

33

Shot noise suppression at one-dimensional hopping

Korotkov, Alexander N., Likharev, Konstantin K.

Journal:

Physical Review B

Year:

2000

Language:

english

File:

PDF, 222 KB

english, 2000

34

Coulomb gap, Coulomb blockade, and dynamic activation energy in frustrated single-electron arrays

Kaplan, Daniel M., Sverdlov, Victor A., Likharev, Konstantin K.

Journal:

Physical Review B

Year:

2003

Language:

english

File:

PDF, 103 KB

english, 2003

35

Shot-noise suppression at two-dimensional hopping

Sverdlov, Viktor A., Korotkov, Alexander N., Likharev, Konstantin K.

Journal:

Physical Review B

Year:

2001

Language:

english

File:

PDF, 69 KB

english, 2001

36

Self-Organization in Autonomous, Recurrent, Firing-Rate CrossNets With Quasi-Hebbian Plasticity

Walls, Thomas John, Likharev, Konstantin K.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2014

Language:

english

File:

PDF, 806 KB

english, 2014

37

Two-dimensional quantum effects in “ultimate” nanoscale metal-oxide-semiconductor field-effect transistors

Walls, Thomas J., Likharev, Konstantin K.

Journal:

Journal of Applied Physics

Year:

2008

Language:

english

File:

PDF, 1.15 MB

english, 2008

38

[IEEE 2011 IEEE 11th International Conference on Nanotechnology (IEEE-NANO) - Portland, OR, USA (2011.08.15-2011.08.18)] 2011 11th IEEE International Conference on Nanotechnology - All-NDR crossbar logic

Strukov, Dmitri B., Likharev, Konstantin K.

Year:

2011

Language:

english

File:

PDF, 1.70 MB

english, 2011

39

Layered tunnel barriers for nonvolatile memory devices

Likharev, Konstantin K.

Journal:

Applied Physics Letters

Year:

1998

Language:

english

File:

PDF, 266 KB

english, 1998

40

[IEEE 2008 23rd IEEE International Symposium on Defect and Fault Tolerance in VLSI Systems (DFTVS) - Cambridge, MA, USA (2008.10.1-2008.10.3)] 2008 IEEE International Symposium on Defect and Fault Tolerance of VLSI Systems - Defect-Tolerant Hybrid CMOS/Nanoelectronic Circuits

Likharev, Konstantin K.

Year:

2008

Language:

english

File:

PDF, 175 KB

english, 2008

41

[ACM Press the internation symposium - Monterey, California, USA (2006.02.22-2006.02.24)] Proceedings of the internation symposium on Field programmable gate arrays - FPGA'06 - A reconfigurable architecture for hybrid CMOS/Nanodevice circuits

Strukov, Dmitri B., Likharev, Konstantin K.

Year:

2006

Language:

english

File:

PDF, 319 KB

english, 2006

42

[IEEE 2015 IEEE International Memory Workshop (IMW) - Monterey, CA, USA (2015.5.17-2015.5.20)] 2015 IEEE International Memory Workshop (IMW) - Memory Technologies for Neural Networks

Strukov, Dmitri, Merrikh-Bayat, Farnood, Prezioso, Mirko, Guo, Xinjie, Hoskins, Brian, Likharev, Konstantin

Year:

2015

Language:

english

File:

PDF, 1001 KB

english, 2015

43

Negative differential resistance at sequential single-electron tunnelling through atoms and molecules

Simonian, Nikita, Li, Jingbin, Likharev, Konstantin

Journal:

Year:

2007

Language:

english

File:

PDF, 744 KB

english, 2007

44

Superconductors speed up computation

Likharev, Konstantin

Journal:

Year:

1997

Language:

english

File:

PDF, 12.17 MB

english, 1997

45

SPIE Proceedings [SPIE Semiconductors '92 - Somerset, NJ (Sunday 22 March 1992)] Advanced Semiconductor Epitaxial Growth Processes and Lateral and Vertical Fabrication - Quantization of static domains in slim superlattices

Averin, Dmitri V., Korotkov, Alexander N., Likharev, Konstantin K., Malik, Roger J., Palmstrom, Chris J., Bedair, Salah M., Craighead, Harold G., Kubena, Randall L.

Year:

1992

Language:

english

File:

PDF, 245 KB

english, 1992

46

Dynamics of Josephson Junctions and Circuits

Likharev, Konstantin K., Lukens, James

Journal:

Year:

1988

Language:

english

File:

PDF, 722 KB

english, 1988

47

High-Performance Mixed-Signal Neurocomputing With Nanoscale Floating-Gate Memory Cell Arrays

Merrikh-Bayat, Farnood, Guo, Xinjie, Klachko, Michael, Prezioso, Mirko, Likharev, Konstantin K., Strukov, Dmitri B.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2017

Language:

english

File:

PDF, 3.14 MB

english, 2017

48

[ACM Press the 6th IEEE/ACM/IFIP international conference - Atlanta, GA, USA (2008.10.19-2008.10.24)] Proceedings of the 6th IEEE/ACM/IFIP international conference on Hardware/Software codesign and system synthesis - CODES/ISSS '08 - Design and defect tolerance beyond CMOS

Hu, Xiaobo Sharon, Khitun, Alexander, Likharev, Konstantin K., Niemier, Michael T., Bao, Mingqiang, Wang, Kang

Year:

2008

Language:

english

File:

PDF, 305 KB

english, 2008

49

Analysis of Q 0 -Independent Single-Electron Systems

Likharev, Konstantin K., Korotkov, Alexander N.

Journal:

Year:

1998

Language:

english

File:

PDF, 1.56 MB

english, 1998

50

Capacity, Fidelity, and Noise Tolerance of Associative Spatial-Temporal Memories Based on Memristive Neuromorphic Networks

Gavrilov, Dmitri, Strukov, Dmitri, Likharev, Konstantin K.

Journal:

Frontiers in Neuroscience

Year:

2018

Language:

english

File:

PDF, 4.40 MB

english, 2018

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