Neuromorphic Design

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Journal papers

M. Ambroise, T. Lévi, S. Joucla, B. Yvert, S. Saïghi, “Real-time biomimetic Central Pattern Generators in an FPGA for hybrid experiments”, Frontiers in Neuromorphic Engineering, 7, DOI=10.3389/fnins.2013.00215, 2013.

F. Grassia, T. Lévi, T. Kohno, S. Saïghi, “Silicon neuron: digital hardware implementation of the quartic model”, Journal of Artificial Life and Robotics, 19:3, pp. 215-219, 2014.

G. Indiveri, B. Linares-Barranco, T. J. Hamilton, A. van Schaik, R. Etienne-Cummings, T. Delbruck, S.-C. Liu, P. Dudek, P. Häfliger, S. Renaud, J. Schemmel, G. Cauwenberghs, J. Arthur, K. Hynna, F. Folowosele, S. Saïghi, T. Serrano-Gotarredona, J. Wijekoon, Y. Wang, and K. Boahen, “Neuromorphic silicon neuron circuits”, Frontiers in Neuromorphic Engineering, 5, DOI 10.3389/fnins.2011.00073, 2011.

S. Saïghi, Y. Bornat, J. Tomas, 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 Biomedical Circuits and Systems, 5:1, pp. 3-19, 2011.

S. Renaud, J. Tomas, N. Lewis, Y. Bornat, A. Daouzli, M. Rudolph, A. Destexhe, and S. Saïghi, “PAX: A Mixed Hardware/Software Simulation Platform for Spiking Neural Networks”, Neural Networks, 23:7, pp. 905-916, 2010.

L. Alvado, J. Tomas, S. Saïghi, S. Renaud, T. Bal, A. Destexhe, G. Le Masson, “Hardware computation of conductance-based neuron models”, Neurocomputing, 58-60, pp. 109‑115, 2004.

S. Renaud-Le Masson, G. Le Masson, L. Alvado, S. Saïghi, J. Tomas, “A neural simulation system based on biologically-realistic electronic neurons”, Information Sciences Journal, 161, pp. 57-69, 2004.

Internationale Conferences

F. Grassia, T. Lévi, J. Tomas, S. Renaud, S. Saïghi, “A neuromimetic spiking neural network for simulating cortical circuits”, 45th Annual Conference on Information Sciences and Systems, CISS, Baltimore, (MD, USA), 2011.

S. Saïghi, T. Levi, B. Belhadj, O. Malot, J. Tomas, “Hardware System for Biologically Realistic, Plastic, and Real-time Spiking Neural Network Simulations”, International Joint Conference on Neural Networks, IJCNN’10, Barcelona (Spain), 2010.

S. Saïghi, J. Tomas, Y. Bornat, B. Belhadj, O. Malot, S. Renaud, “Real-Time Multi-Board Architecture for Analog Spiking Neural Networks”, International Symposium on circuits and Systems, ISCAS’10, Paris (France), 2010.

J. Tomas, J. Silver, S. Saïghi, H. Bernaby, S. Renaud, “A conductance-based silicon neuron with membrane-voltage dependent temporal dynamics”, IEEE North East Workshop on Circuits and Systems, NEWCAS 2010, Montréal (Canada), 2010.

S. Renaud, J. Tomas, Y. Bornat, A. Daouzli, S. Saïghi, “Neuromimetic ICs with analog cores: an alternative for designing spiking neural networks”, International Symposium on circuits and Systems, ISCAS’07, New-Orleans (USA), 2007.

J. Tomas, Y. Bornat, S. Saïghi, T. Lévi, S. Renaud, “Design of a modular and mixed neuromimetic ASIC”, International Conference on Electronics, Circuits and Systems, ICECS’06, Nice (France), 2006.

Y. Bornat, S. Renaud, J. Tomas, S. Saïghi, Q. Zou, A. Destexhe, “An Analog/Digital Simulation System for Biomimetic Neural Networks”, EPFL Latsis Symposium 2006, Dynamical principles for neuroscience and intelligent biomimetic devices, Lausanne (Suisse), 2006.

Y. Bornat, J. Tomas, S. Saïghi, S. Renaud, “BiCMOS Analog Integrated Circuits for Embedded Spiking Neural Networks”, XX Conference on Design of Circuits and Integrated Systems, DCIS’05, Lisbon (Portugal), 2005.

S. Saïghi, J. Tomas, Y. Bornat, S. Renaud, “A Neuromimetic Integrated Circuit for Interactive Real-Time Simulation”, 1st International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC’05, 2, Las Palmas (Spain), 2005.

S. Saïghi, J. Tomas, Y. Bornat, S. Renaud, “A Conductance-Based Silicon Neuron with Dynamically Tunable Model Parameters”, 2nd International IEEE EMBS Conference on Neural Engineering, Arlington VA (USA), 2005.

S. Saïghi, J. Tomas, Y. Bornat, S. Renaud, “A Mixed Neuromorphic ASIC for Computational Neurosciences”, XIX Conference on Design of Circuits and Integrated Systems, DCIS’04, Bordeaux (France), 2004.

S. Saïghi, J. Tomas, L. Alvado, Y. Bornat, S. Renaud, “Silicon Integration of Biological Neurons Models”, XVIII Conference on Design of Circuits and Integrated Systems, DCIS’03, Ciudad Real (Spain), 2003.

L. Alvado, J. Tomas, S. Saïghi, S. Renaud, T. Bal, A. Destexhe, G. Le Masson, “Hardware computation of conductance-based neuron models”, Twelfth Annual Computational Neuroscience Meeting, CNS’03, Alicante (Spain), 2003.

L. Alvado, S. Saïghi, J. Tomas, S. Renaud, “An exponential-decay synapse integrated circuit for bio-inspired neural network”, 7th International Work Conference on Artificial and Natural Neural networks, IWANN’03, 1, Mahon (Spain), 2003.

V. Douence, S. Renaud­‑Le Masson, S. Saïghi, G. Le Masson, “A field-programmable conductance array IC for biological neurons modeling”, 6th International Work Conference on Artificial and Natural Neural networks, IWANN’2001, 2, Grenada (Spain), 2001.