Computational Neurosciences

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Journal papers

F. Grassia, T. Lévi, S. Saïghi, T. Kohno, “Bifurcation analysis in a silicon neuron”, Journal of Artificial Life and Robotics, 17:1, pp. 53-58, 2012.

L. Buhry, M. Pace, and S. Saïghi, “Global parameter estimation of an Hodgkin-Huxley formalism using membrane voltage recordings: Application to neuro-mimetic analog integrated circuits”, Neurocomputing, 81, pp. 75-85, 2012.

F. Grassia, L. Buhry, T. Lévi, J. Tomas, A. Destexhe, and S. Saïghi, “Tunable neuromimetic integrated system for emulating cortical neuron models”, Frontiers in Neuromorphic Engineering, 5:134, doi: 10.3389/fnins.2011.00134, 2011.

L. Buhry, F. Grassia, A. Giremus, E. Grivel, S. Renaud, and S. Saïghi, “Automated parameter estimation of the Hodgkin-Huxley model using the Differential Evolution algorithm: application to neuromimetic analog integrated circuits”, Neural Computation, 23:10, pp. 2599-2625, 2011.

Internationale Conferences

F. Grassia, T. Lévi, T. Kohno, S. Saïghi, “Silicon neuron: digital hardware implementation of the quartic model”, 19th International Symposium on Artificial Life and Robotics, ISAROB, Beppu (Japan), 2014.

F. Grassia, T. Lévi, S. Saïghi, T. Kohno, “Bifurcation analysis in a silicon neuron”, 17th International Symposium on Artificial Life and Robotics, ISAROB, Oita (Japan), 2012.

L. Buhry, S. Saïghi, A. Giremus, E. Grivel, S. Renaud, “Automated Tuning of Analog Neuromimetic Integrated Circuits”, IEEE International Conference on Biomedical Circuits and Systems, BioCAS’09, Beijing (China), 2009.

L. Buhry, S. Saïghi, A. Giremus, E. Grivel, S. Renaud, “New Variants of the Differential Evolution Algorithm: Application for Neuroscientists”, 17th European Signal Processing Conference, Glasgow (Scotland), 2009.

A. Daouzli, S. Saïghi, M. Rudolph, A. Destexhe, S. Renaud, “Convergence in an Adaptive Neural Network: The Influence of Noise Inputs Correlation”, IWANN’09, Salamanca (Spain), 2009.

L. Buhry, S. Saïghi, W. Ben Salem, S. Renaud, “Adjusting Neuron Models in Neuromimetic ICs using the Differential Evolution Algorithm”, 4th IEEE EMBS Conference on Neural Engineering, Antalya (Turkey), 2009.

S. Saïghi, L. Buhry, Y. Bornat, G. N’Kaoua, J. Tomas, S. Renaud, “Adjusting the Neurons Models in Neuromimetic ICs using the Voltage-Clamp Technique”, International Symposium on circuits and Systems, ISCAS’08, Seattle (USA), 2008.

L. Buhry, S. Saïghi, A. Giremus, E. Grivel, S. Renaud, “Parameter estimation of the Hodgkin-Huxley model using metaheuritics: application to neuromimetic analog integrated circuits”, IEEE International Conference on Biomedical Circuits and Systems, BioCAS’08, Baltimore (USA), 2008.

A. Daouzli, S. Saïghi, L. Buhry, Y. Bornat, S. Renaud, “Weights convergence and Spikes Correlation in an Adaptive Neural Network Implemented on VLSI”, International Conference on Bio-Inspired Systems and Signal Processing, BioSignals’08, Funchal (Portugal), 2008.

O. Rochel, S. Chemla, P. Kornprobst, T. Vieville, A. Daouzli, S. Saïghi, C. Lopez, S. Renaud, “A first step toward in silico neuronal implementation of early-vision map”, Systems, signal and Devices Conference, SSD’07, Hammamet (Tunisie), 2007.

S. Saïghi, Y. Bornat, J. Tomas, S. Renaud, “Neuromimetic ICs and System for Parameters Extraction in Biological Neuron Models”, International Symposium on circuits and Systems, ISCAS’06, Island of Kos (Greece), 2006.