Hybridization and Applications of Neuromorphic Design

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Book chapters

M. Ambroise, T. Lévi, S. Saïghi, “Implementation of biomimetic central pattern generators on field-programmable gate array”, pp. 253-271, Chap. 12 in “Biomimetic Technologies : Principles and Applications”, T. D. Ngo, Elseiver, 2015.

T. Lévi, N. Lewis, S. Saïghi, J. Tomas, Y. Bornat, S. Renaud, “Neuromimetic Integrated Circuits”, pp. 241-264, Chap. 12 in “VLSI for Biomedical Applications”, K. Iniewski, Artech House, Boston, 2008.

Journal papers

S. Joucla, M. Ambroise, T. Levi, T. Lafon, P. Chauvet, S. Saïghi, Y. Bornat, N. Lewis, S. Renaud, B.  Yvert, “Generation of Locomotor-Like Activity in the Isolated Rat Spinal Cord Using Intraspinal Electrical Microstimulation Driven by a Digital Neuromorphic CPG”, Frontiers in Neuroscience, 10:67, DOI 10.3389/fnins.2016.00067, 2016.

T. Lévi, M. Ambroise, F. Grassia, S. Saïghi, “Digital Spiking Neural Network for closed-loop systems”, Biomimetic CPGs for robotic applications”, Seisan Kenkyu, 67:5, pp. 573-577, 2015.

H. Chen, S. Saïghi, L. Buhry, and S. Renaud, “Real-Time Simulation of Biologically Realistic Stochastic Neurons in VLSI”, Trans. on Neural Networks, 21:9, pp. 1511-1517, 2010.

Q. Zou, Y. Bornat, S. Saïghi, J. Tomas, S. Renaud, A. Destexhe, “Analog-digital simulations of full conductances-based networks of spiking neurons with spike timing dependant plasticity”, Network: Computation in Neural Systems, 17:3, pp. 211-233, 2006.

Internationale Conferences

M. Ambroise, T. Lévi, S. Saïghi, “Biomimetic CPG on FPGA for hybrid experiments”, International Symposium on Neuromorphic and Non-linear Engineering, ISNNE, Tokyo (Japan), 2014.

T. Lévi, M. Ambroise, F. Grassia, O. Malot, S. Saïghi, Y. Bornat, J. Tomas, S. Renaud, “Biomimetic neural networks for hybrid experiments”, International Symposium on Neuromorphic and Non-linear Engineering, ISNNE, Tokyo (Japan), 2014.

T. Lévi, M. Ambroise, F. Grassia, S. Saïghi, T. Kohno, H. Kinoshita, T. Fujii, “Biomimetic CPGs for robotic applications”, 19th International Symposium on Artificial Life and Robotics, ISAROB, Beppu (Japan), 2014.

S. Joucla, M. Ambroise, T. Lévi, T. Lafon, P. Chauvet, L. Rousseau, G. Lissorgues, S. Saïghi, Y. Bornat, N. Lewis, S. Renaud, B. Yvert, “Generation of Locomotor-Like Activity in the Isolated Rat Spinal Cord by Electrical Microstimulation Driven by an Artificial CPG”, 6th   International Conf. on Neural Engineering, EMBS, San-Diego, (CA, USA), 2013.

M. Ambroise, T. Lévi, S. Saïghi, “Leech Heartbeat Neural Network on FPGA”, 2nd International Conf. on Biomimetic and Biohybrid Systems, Living Machine, London (UK), 2013.

M. Ambroise, T. Lévi, Y. Bornat, S. Saïghi, “Biorealistic Spiking Neural Network on FPGA”, 47th Annual Conference on Information Sciences and Systems, CISS, Baltimore, (MD, USA), 2013.