An on-chip adaptive spike timing based offset cancellation scheme for neuromorphic sensing

Proceedings - 2007 NASA/ESA Conference on Adaptive Hardware and Systems, AHS-2007

Volumn , Issue , 2007, Pages 536-540

  Koickal, Thomas Jacob ^a   Hamilton, Alister ^a  

^a UNIVERSITY OF EDINBURGH   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

CIRCUIT SIMULATION; COMPUTER NETWORKS; LEARNING SYSTEMS; SENSORS; TIME MEASUREMENT;

NEUROMORPHIC; OFFSET CANCELLATION;

ADAPTIVE SYSTEMS;

EID: 50949087267     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AHS.2007.29     Document Type: Conference Paper

References (9)

1. E. C. Kandel and J. H. Schwartz, Principles of neural science, Elsevier, New York, 3rd edition, 1991.
2. W. Gerstner, R. Kemter, J. L. van Hemmen, and H. Wagner, "A neuronal rule for sub-millisecond temporal coding," Nature, 76-78, 383, 1996.
3. S. Song, K. D. Miller, and L. F. Abbott, "Competitive Hebbian learning through spike-timing-dependent-plasticity," Nature Neuroscience, vol. 3, no. 9., pp. 919-926, 2000.
4. V. Chan, S. -C Liu and A. van Schaik, "AER EAR: A matched silicon cochlea pair with address event representation interface," IEEE Trans. Circuits and Systems, vol. 54, no. 1, pp. 48-59, 2007.
5. T. J. Koickal, A. Hamilton, S. L. Tan, J. A. Covington, J. W. Gardner and T. C. Pearce, "Analog VLSI circuit implementation of an adaptive neuromorphic olfaction chip," IEEE Trans. Circuits and Systems, vol. 54, no. 1, pp. 60-73, 2007.
6. P. Argyrakis, R. Cheung, A. Hamilton, B. Webb, Y. Zhang and T. Gonos, "Fabrication and characterization of a biomorphic wind sensor for integration with a neuron circuit," Microelectronic Engineering, 2007, in press.
7. C. C. Enz and G. C. Temes, "Circuit techniques for reducing the effects of op-amp imperfections: autozeroing, correlated double sampling, and chopper stabilization," Proc. of IEEE vol. 84, no. 11, pp. 1584-1614, 1996.
8. R. C. Froemke and Y. Dan, "Spike-timing-dependent synaptic modification induced by natural spike trains," Nature, vol. 416, pp. 438-438, 2002.
9. P. D. Roberts and C. C. Bell, "Spike timing dependent synaptic plasticity in biological systems," Biological Cybernetics, vol. 87, pp. 392-403, 2002.