A low-power memristive neuromorphic circuit utilizing a global/local training mechanism

Proceedings of the International Joint Conference on Neural Networks

Volumn , Issue , 2011, Pages 2080-2086

  Rose, Garrett S ^a   Pino, Robinson ^b   Wu, Qing ^b  

^a POLYTECHNIC UNIVERSITY   (United States)

^b AIR FORCE RESEARCH LABORATORY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL SYNAPSE; CHARGE SHARING; CMOS TECHNOLOGY; EMERGING APPLICATIONS; GLOBAL/LOCAL; LOW AREA; LOW POWER; MEMRISTOR; NANO-METER SCALE; NANOELECTRONIC DEVICES; NEUROMORPHIC CIRCUITS; NEUROMORPHIC COMPUTING; SCALING LIMITS;

CMOS INTEGRATED CIRCUITS; ENERGY UTILIZATION; MEMRISTORS; NANOELECTRONICS; PASSIVE FILTERS; RESISTORS; VLSI CIRCUITS;

NEURAL NETWORKS;

EID: 80054718041     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IJCNN.2011.6033483     Document Type: Conference Paper

References (6)

1. L. O. Chua, "Memristor-the missing circuit element," IEEE Trans. on Circuit Theory, vol. CT-18, no. 5, pp. 507-519, September 1971.
2. D. B. Strukov, G. S. Snider, D. R. Stewart, and R. S. Williams, "The missing memristor found," Nature, vol. 453, pp. 80-83, May 2008.
3. R. S. Williams, "How we found the missing memristor," IEEE Spectrum, vol. 45, no. 12, pp. 28-35, December 2008.
4. R. E. Pino, J. W. Bohl, N. McDonald, B. Wysocki, P. Rozwood, A. Campbell, A, Oblea, and A. Timilsina, "Compact method for modeling and simulation of memristor devices," in Proceedings of IEEE/ACM International Symposium on Nanoscale Architectures, June 2010.
5. D. B. Strukov and R. S. Williams, "Exponential ionic drift: fast switching and low volatility of thin-film memristors," Applied Physics A: Materials Science & Processing, vol. 94, pp. 515-519, March 2009.
6. Y. N. Joglekar and S. J. Wolf, "The elusive memristor: properties of basic electrical circuits," European Journal of Physics, vol. 30, no. 4, pp. 661-675, 2009.