A neuromimetic spiking neural network for simulating cortical circuits

2011 45th Annual Conference on Information Sciences and Systems, CISS 2011

Volumn , Issue , 2011, Pages

  Grassia, Filippo ^a   Lévi, Timothée ^a   Tomas, Jean ^a   Renaud, Sylvie ^a   Saïghi, Sylvain ^a  

^a UNIVERSITÉ DE BORDEAUX   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ACTION POTENTIALS; ANALOG INTEGRATED CIRCUIT; ANALOG MEMORIES; ARTIFICIAL NEURONS; BACKPLANES; CORTICAL NEURONS; HARDWARE IMPLEMENTATIONS; HYBRID TECHNIQUES; MICROELECTRODE ARRAY; MODEL PARAMETERS; NEURAL PLASTICITY; SPIKING NEURAL NETWORKS; TIME-DEPENDENT COMPUTATIONS; WHOLE SYSTEMS;

ANALOG CIRCUITS; DIGITAL DEVICES; FIELD PROGRAMMABLE GATE ARRAYS (FPGA); HARDWARE; INFORMATION SCIENCE; INTELLIGENT AGENTS; LINEAR INTEGRATED CIRCUITS; NETWORKS (CIRCUITS);

NEURAL NETWORKS;

EID: 79957820959     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CISS.2011.5766098     Document Type: Conference Paper

References (13)

1. M. Mahowald, R. Douglas, "A silicon neuron", Nature, 354, 515-518, 1991. (Pubitemid 21896829)
2. Q. Zou, Y. Bornat, J. Tomas, S. Renaud, A. Destexhe, "Real-time simulations of networks of Hodgking-Huxley neurons using analog circuits", Neurocomputing, 69, 1137-1140, Jan. 2006. (Pubitemid 44382316)
3. L. Avaldo, J. Tomas, S. Saïghi, S. Renaud-Le Masson, T. Bal, A. Destexhe, G. Le Masson, "Hardware computation of conductanced-based models", Neurocomputing, 58-60, 109-115, 2004.
4. S. Saïghi, J. Tomas, Y. Bornat, G. Le Masson, S. Renaud, "A Library of Analog Operators Based on the Hodgkin-Huxley Formalism for the Design of Tunable, Real-Time, Silicon Neurons", IEEE Trans. on Biom. Circuits and Systems, 5:1, 3-19, 2011.
5. G. Le Masson, S. Renaud-Le Masson, D. Debay, T. Bal, "Feedback inhibition controls spike transfer in hybrid thalamic circuits", Nature, 417, 854-858, June 2002. (Pubitemid 34670332)
6. M. Pospishil, M. Rodriguez, C. Monier, Z. PiwKowska, T. Bal, Y. Frégnac, H. Markram, and A. Destexhe, "Minimal Hodgkin-Huxley type models for different classes of cortical and thalamic neurons", Biol. Cybern., 99:4-5, 427-441, 2008.
7. A. Hodgkin and A. Huxley, "A quantitative description of membrane current and its application to conduction and excitation in nerve", J. Physiol.,117, 500-544, 1952.
8. A. Destexhe, Z.F. Mainen, T.J. Sejnowski, "An Efficient Method for Computing Synaptic Conductances Based on a Kinetic Model of Receptor Binding", Neural Computation, 6, 14-18, 1994.
9. G. Bi, MM. Poo, "Synaptic modifications in cultured hippocampal neurons dependence on spike timing, synaptic strength, and postsynaptic cell type", Journal of Neurosciences, 18, 10464-10472, 1998. (Pubitemid 29016566)
10. A. Destexhe and Z. F. Mainen, "Plasticity in Single Neuron and Circuit Computation", 6, 789-795, 2004. (Pubitemid 39434068)
11. L. Buhry, S. Saïghi, A. Giremus, E. Grivel, and S. Renaud, "Automated Tuning of Analog Neuromimetic Integrated Circuits", BioCAS, Beijing, China, 2009.
12. B. Belhadj, J. Tomas, O. Malot, G. N'kaoua, Y. Bornat, and S. Renaud, "FPGA-based architecture for real-time synaptic plasticity computation", ICECS, Malta, Aug. 2008, pp. 93-96.
13. B. Belhadj, J. Tomas, O. Malot, Y. Bornat, G. N'Kaoua, S. Renaud, "Token-passing communication protocol in hardware based real-time spiking neural networks", SPIE 09, Dresden, Germany, May,2009.