Hardware optimization of a novel spiking neuron model for the POEtic tissue

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

Volumn 2687, Issue , 2003, Pages 113-120

  Torres, Oriol ^a   Eriksson, Jan ^b   Moreno, Juan Manuel ^a   Villa, Alessandro ^b,c  

^a UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

^b UNIVERSITY OF LAUSANNE   (Switzerland)

^c INSERM   (France)

Author keywords

[No Author keywords available]

Indexed keywords

GRADING; HARDWARE; NEURONS; RECONFIGURABLE HARDWARE; NEURAL NETWORKS;

DEGREE OF PARALLELISM; HARDWARE DESCRIPTIONS; HARDWARE IMPLEMENTATIONS; HARDWARE OPTIMIZATION; INTEGRATE-AND-FIRE NEURONS; LEARNING CAPABILITIES; LOCAL CONNECTIONS; SPIKING NEURON MODELS; DISCRETE TIME; TIME DEPENDENT;

NEURAL NETWORKS; HARDWARE;

EID: 21144453936     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-44869-1_15     Document Type: Article

References (6)

1. Abeles, M.: Corticonics: neural circuits of the cerebral cortex, Cambridge University Press (1991).
2. Maass, W., Bishop, C.M.(eds.):Pulsed Neural Networks. The MIT Press. (2001).
3. Hill, S.L., Villa, A.E.P.: Dynamic transitions in global network activity influenced by the balance of excitation and inhibition, Network: Computation in Neural Systems 8: 165-184 (1997).
4. Fusi, S.: Long term memory, encoding and storing strategies of the brain. Neurocomputing 38-40. (2001) 1223-1228
5. Bi, G.Q., Poo, M.M.: Synaptic modifications in cultured hippocampal neurons: dependence on spike timing, synaptic strength and post synaptic cell type. Journal of Neuroscience 18: 10464-10472 (1998).
6. Eriksson, J., Torres, O., Mitchell, A., Tucker, G., Lindsay, K., Halliday, D., Rosenberg, J., Moreno, J.M., Villa, A.E.P. :Spiking Neural Networks for Reconfigurable POETIC Tissue. The 5th International Conference on Evolvable Systems (2003).