Storing information with Spiking Neural Networks

Proceedings of the 13th WSEAS International Conference on Computers - Held as part of the 13th WSEAS CSCC Multiconference

Volumn , Issue , 2009, Pages 318-322

  Mirsu, Radu ^a   Tiponut, Virgil ^a   Gavrilut, Ioan ^b  

^a POLITEHNICA UNIVERSITY OF TIMISOARA   (Romania)

^b UNIVERSITY OF ORADEA   (Romania)

Author keywords

Content addressable memories; Neural modeling; Spatial temporal spike sequences; Spike coding; Spiking neural networks

Indexed keywords

CODING SCHEME; CONTENT ADDRESSABLE MEMORY; NEURAL MODELING; PHASE CODES; QUANTITATIVE EVALUATION; RATE CODES; SPATIAL TEMPORALS; SPIKE TRAIN; SPIKING NEURAL NETWORKS;

LOCOMOTIVES; NETWORK PERFORMANCE; RAILROAD CARS;

NEURAL NETWORKS;

EID: 75149128193     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Sebastian A. Wills, Computation with Spiking Neurons, PhD Dissertation, University of Cambridge, 2004.
2. Eugene M. Izhikevich, Simple Model of Spiking Neurons, IEEE Transactions on Neural Networks, Vol.14, No.6, 2003, pp. 1569-1572.
3. Wulfram Gerstner, Werner M. Kistler, Spiking Neuron Models, Cambridge University Press, 2002.
4. Fabrice Bernhard, Renaud Keriven, Spiking Neurons on GPU's, CERTIS-ENPC Research Report, 2005.
5. th IEEE International Conference on Electronics Circuits and Systems, 2006, pp. 1344-1347.
6. Giacomo Indivieri, Neuromorphic bistable VLSI synapses with spike-timing-dependent plasticity, Advances in Neural Information Processing Systems, Vol.15, Cambridge MA, 2002.
7. Wulfram Gerstner, Coding Properties of Spiking Neurons: reverse and cross-correlations, Neural Networks, Vol.14, Lausanne, 2001, pp. 599-610.
8. Thomas Natschlager, Berthold Ruf, Spatial and Temporal Pattern Analysis via Spiking Neurons, Network: Computer Neural Systems, Vol.9, 1998, pp. 319-332.
9. J. Hopfield, Pattern Recognition Computation using Action Potential Timing for Stimulus Representation, NATURE, 376:33-36, 1995.
10. nd Edition, MIT Press Cambridge MA, 2003, pp. 1163-1167.
11. Y. Prut, E. Vaadia, H. Bergman, I. Haalman, H. Slovin, M. Abeles. Spatiotemporal structure of cortical activity: properties and behavioral relevance, Journal of Neurophysiology, 1998, 79:2857-2874.
12. M. Abeles, H. Bergman, E. Margalit, E. Vaadia. Spatiotemporal firing patterns in the frontal cortex of behaving monkeys, Journal of Neurophysiology, 70(4), 1993, pp. 1629-1638.