Silicon neurons that compute

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7552 LNCS, Issue PART 1, 2012, Pages 121-128

  Choudhary, Swadesh ^a   Sloan, Steven ^a   Fok, Sam ^a   Neckar, Alexander ^a   Trautmann, Eric ^a   Gao, Peiran ^a   Stewart, Terry ^a   Eliasmith, Chris ^a   Boahen, Kwabena ^a  

^a STANFORD UNIVERSITY   (United States)

Author keywords

Neuromorphic chips; Probabilisitic synapses; Silicon neurons

Indexed keywords

EMBEDDED CONTROLLERS; FEED-FORWARD; MATHEMATICAL COMPUTATION; NEUROMORPHIC; PROBABILISITIC; SILICON NEURON; STATIC AND DYNAMIC; SYNAPTIC CONNECTIONS; TIME INTEGRALS;

NEURAL NETWORKS;

NEURONS;

EID: 84867681939     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-33269-2_16     Document Type: Conference Paper

References (10)

1. Sarpeshkar, R., Delbruck, T., Mead, C.A.: White noise in MOS transistors and resistors. IEEE Circuits and Devices Magazine 9(6), 23-29 (1993)
2. Eliasmith, C., Anderson, C.H.: Neural engineering: computation, representation, and dynamics in neurobiological systems. MIT Press, Cambridge (2003)
3. Boahen, K.: A Burst-Mode Word-Serial Address-Event Link-I: Transmitter Design. IEEE Transactions on Circuits and Systems I 51(7), 1269-1280 (2004)
4. Silver, R., Boahen, K., Grillner, S., Kopell, N., Olsen, K.L.: Neurotech for neuroscience: unifying concepts, organizing principles, and emerging tools. Journal of Neuroscience 27(44), 11807-11819 (2007)
5. Gao, P., Benjamin, B.V., Boahen, K.: Dynamical system guided mapping of quantitative neuronal models onto neuromorphic hardware. IEEE Transactions on Circuits and Systems (in press, 2012)
6. Benjamin, B.V., Arthur, J.V., Gao, P., Merolla, P., Boahen, K.: A Superposable Silicon Synapse with Programmable Reversal Potential. In: International Conference of the IEEE Engineering and Medicine in Biology Society (in press, 2012)
7. Arthur, J.V., Boahen, K.A.: Synchrony in Silicon: The Gamma Rhythm. IEEE Transactions on Neural Networks 18(6), 1815-1825 (2007)
8. Goldberg, D.H., Cauwenberghs, G., Andreou, A.G.: Probabilistic synaptic weighting in a reconfigurable network of VLSI integrate-and-fire neurons. Neural Netw. 14(6-7), 781-793 (2001)
9. Andreou, A.G., Boahen, K.: Translinear circuits in subthreshold MOS. J. Anal. Integr. Circuits Signal Process 9, 141-166 (1996)
10. Dethier, J., Nuyujukian, P., Eliasmith, C., Stewart, T., Elassaad, S.A., Shenoy, K.V., Boahen, K.: A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm. In: Advances in Neural Information Processing Systems, vol. 24 (2011)