A neuromorphic visual system using RRAM synaptic devices with Sub-pJ energy and tolerance to variability: Experimental characterization and large-scale modeling

Technical Digest - International Electron Devices Meeting, IEDM

Volumn , Issue , 2012, Pages

  Yu, Shimeng ^a   Gao, Bin ^a,b   Fang, Zheng ^d   Yu, Hongyu ^c   Kang, Jinfeng ^b   Wong, H S Philip ^a  

^a Stanford University   (United States)

^b PEKING UNIVERSITY   (China)

^c SOUTHERN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^d INSTITUTE OF MICROELECTRONICS   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

CONSUMPTION REDUCTIONS; EXPERIMENTAL CHARACTERIZATION; HARDWARE IMPLEMENTATIONS; LARGE-SCALE MODELING; PHASE CHANGE MEMORY (PCM); RESISTANCE MODULATION; RESISTIVE SWITCHING MEMORY; TEMPORAL AND SPATIAL VARIABILITY;

ENERGY UTILIZATION; HARDWARE;

ELECTRON DEVICES;

EID: 84876153660     PISSN: 01631918     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEDM.2012.6479018     Document Type: Conference Paper

References (16)

1. M. Suri, O. Bichler, D. Querlioz, O. Cueto, L. Perniola, V. Sousa, D. Vuillaume, C. Gamrat, B. DeSalvo, IEDM 2011, p. 79.
2. D. Kuzum, R. G. D. Jeyasingh, H. -S. P. Wong, IEDM 2011, p. 693.
3. C. Mead, Proc. IEEE 78, p. 1629, 1990.
4. C. -S. Poon, K. Zhou, Front. Neurosci. 5, p. 108, 2011.
5. E. R. Kandel, J. H. Schwartz, Principles of Neural Science, Elsevier, 1985.
6. G. S. Snider, Nanotechnology 18, 365202, 2007.
7. S. H. Jo, T. Chang, I. Ebong, B. B. Bhadviya, P. Mazumder, W. Lu, Nano Lett. 10, p. 1297, 2010.
8. T. Ohno, T. Hasegawa, T. Tsuruoka, K. Terabe, J. K. Gimzewski, M. Aono, Nat. Mater. 10, p. 591, 2011.
9. K. Seo, I. Kim, S. Jung, M. Jo, S. Park, J. Park, J. Shin, K. P. Biju, J. Kong, K. Lee, B. Lee, H. Hwang Nanotechnology 22, 254023, 2011.
10. T. Chang, S. -H. Jo, W. Lu, ACS Nano 5, p. 7669, 2011.
11. S. Yu, Y. Wu, R. Jeyasingh, D. Kuzum, H. -S. P. Wong, IEEE Trans. Electron Devices 58, p. 2729, 2011.
12. Z. Fang, H. Y. Yu, X. Li, N. Singh, G. Q. Lo, D. L. Kwong, IEEE Electron Device Lett. 32, p. 566, 2011.
13. S. Yu, X. Guan, H. -S. P. Wong, IEDM 2011, p. 413.
14. X. Guan, S. Yu, H. -S. P. Wong, IEEE Electron Device Lett. 33, 2012, DOI: 10.1109/LED. 2012.2210856
15. C. Zamarreno-Ramos, L. A. Camunas-Mesa, J. A. Perez-Carrasco, T. Masquelier, T. Serrano-Gotarredona, B. Linares-Barranco, Front. Neurosci. 5, p. 26, 2011.
16. K. Mehrotra, C. K. Mohan, S. Ranka, Elements of Artificial Neural Networks, MIT Press, 1996.