Sylvain Saïghi

According to our database, Sylvain Saïghi authored at least 38 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

GaitSpike: Event-based Gait Recognition With Spiking Neural Network.

Ying Tao, Chip-Hong Chang, Sylvain Saïghi, Shengyu Gao

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

Effect of Line Resistance of Passive Memristive Crossbars on Spiking Neural Network Performance.

Pierre Lewden, Adrien F. Vincent, Jean Tomas, Chip-Hong Chang, Sylvain Saïghi

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

Neuromorphic Event-based Line Detection on SpiNNaker.

Amélie Gruel, Adrien F. Vincent, Jean Martinet, Sylvain Saïghi

Proceedings of the 6th IEEE International Conference on AI Circuits and Systems, 2024

2023

On-the-Fly Learning With Mixed-Mode Spiking Neural Network and Passive Memristive Array: Application to Neuromorphic Cameras.

Pierre Lewden, Adrien F. Vincent, Jean Tomas, Sylvain Saïghi

IEEE Access, 2023

A High-Level Methodology to Evaluate and Optimize Digital Architectures Targeting Spike Encoding.

Clémence Gillet, Adrien F. Vincent, Bertrand Le Gal, Sylvain Saïghi

IEEE Access, 2023

2022

Multilayer spintronic neural networks with radio-frequency connections.

Andrew Ross, Nathan Leroux, Arnaud De Riz, Danijela Markovic, Dédalo Sanz-Hernández, Juan Trastoy, Paolo Bortolotti, Damien Querlioz, Leandro Martins, Luana Benetti, Marcel S. Claro, Pedro Anacleto, Alejandro Schulman, Thierry Taris, Jean-Baptiste Bégueret, Sylvain Saïghi, Alex S. Jenkins, Ricardo Ferreira, Adrien F. Vincent, Alice Mizrahi, Julie Grollier

CoRR, 2022

Flexible design methodology for spike encoding implementation on FPGA.

Clémence Gillet, Adrien F. Vincent, Bertrand Le Gal, Sylvain Saïghi

Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2022

2020

Toward Hardware Spiking Neural Networks with Mixed-Signal Event-Based Learning Rules.

Pierre Lewden, Adrien F. Vincent, Charly Meyer, Jean Tomas, Sylvain Saïghi

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

Biomimetic Spiking Neural Network (SNN) Systems for 'In Vitro' Cells Stimulation.

Farad Khoyratee, Stephany Mai Nishikawa, Zhongyue Luo, Soo Hyeon Kim, Sylvain Saïghi, Teruo Fujii, Yoshiho Ikeuchi, Kazuyuki Aihara, Timothée Levi

Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Hardware Spiking Neural Networks: Slow Tasks Resilient Learning with Longer Term-Memory Bits.

Pierre Lewden, Adrien F. Vincent, Charly Meyer, Jean Tomas, Shidoush Siami, Sylvain Saïghi

Proceedings of the 2019 IEEE Biomedical Circuits and Systems Conference, 2019

2018

Digital implementation of Hodgkin-Huxley neuron model for neurological diseases studies.

Timothée Levi, Farad Khoyratee, Sylvain Saïghi, Yoshiho Ikeuchi

Artif. Life Robotics, 2018

Verilog-A model of ferroelectric memristors dedicated to neuromorphic design.

Charly Meyer, Andre Chanthbouala, Soren Boyn, Jean Tomas, Vincent Garcia, Manuel Bibes, Stephane Fusil, Julie Grollier, Sylvain Saïghi

Proceedings of the 25th IEEE International Conference on Electronics, Circuits and Systems, 2018

2014

Neuromorphic Technologies, Memristors.

Sylvain Saïghi

Proceedings of the Encyclopedia of Computational Neuroscience, 2014

Silicon neuron: digital hardware implementation of the quartic model.

Filippo Grassia, Timothée Levi, Takashi Kohno, Sylvain Saïghi

Artif. Life Robotics, 2014

Silicon neuron dedicated to memristive spiking neural networks.

Gwendal Lecerf, Jean Tomas, Soren Boyn, Stephanie Girod, Ashwin Mangalore, Julie Grollier, Sylvain Saïghi

Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

2013

Leech Heartbeat Neural Network on FPGA.

Matthieu Ambroise, Timothée Levi, Sylvain Saïghi

Proceedings of the Biomimetic and Biohybrid Systems, 2013

Excitatory and Inhibitory Memristive Synapses for Spiking Neural Networks.

Gwendal Lecerf, Jean Tomas, Sylvain Saïghi

Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

2012

Global parameter estimation of an Hodgkin-Huxley formalism using membrane voltage recordings: Application to neuro-mimetic analog integrated circuits.

Laure Buhry, Michele Pace, Sylvain Saïghi

Neurocomputing, 2012

Bifurcation analysis in a silicon neuron.

Filippo Grassia, Timothée Levi, Sylvain Saïghi, Takashi Kohno

Artif. Life Robotics, 2012

2011

A Library of Analog Operators Based on the Hodgkin-Huxley Formalism for the Design of Tunable, Real-Time, Silicon Neurons.

Sylvain Saïghi, Yannick Bornat, Jean Tomas, Gwendal Le Masson, Sylvie Renaud

IEEE Trans. Biomed. Circuits Syst., 2011

Automated Parameter Estimation of the Hodgkin-Huxley Model Using the Differential Evolution Algorithm: Application to Neuromimetic Analog Integrated Circuits.

Laure Buhry, Filippo Grassia, Audrey Giremus, Éric Grivel, Sylvie Renaud, Sylvain Saïghi

Neural Comput., 2011

A neuromimetic spiking neural network for simulating cortical circuits.

Filippo Grassia, Timothée Levi, Jean Tomas, Sylvie Renaud, Sylvain Saïghi

Proceedings of the 45st Annual Conference on Information Sciences and Systems, 2011

2010

Real-time simulation of biologically realistic stochastic neurons in VLSI.

Hsin Chen, Sylvain Saïghi, Laure Buhry, Sylvie Renaud

IEEE Trans. Neural Networks, 2010

PAX: A mixed hardware/software simulation platform for spiking neural networks.

Sylvie Renaud, Jean Tomas, Noëlle Lewis, Yannick Bornat, Adel Daouzli, Michael Rudolph, Alain Destexhe, Sylvain Saïghi

Neural Networks, 2010

Real-time multi-board architecture for analog spiking neural networks.

Sylvain Saïghi, Jean Tomas, Yannick Bornat, Bilel Belhadj, Olivia Malot, Sylvie Renaud

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Hardware system for biologically realistic, plastic, and real-time spiking neural network simulations.

Sylvain Saïghi, Timothée Levi, Bilel Belhadj, Olivia Malot, Jean Tomas

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Convergence in an Adaptive Neural Network: The Influence of Noise Inputs Correlation.

Adel Daouzli, Sylvain Saïghi, Michelle Rudolph, Alain Destexhe, Sylvie Renaud

Proceedings of the Bio-Inspired Systems: Computational and Ambient Intelligence, 2009

New variants of the differential evolution algorithm: Application for neuroscientists.

Laure Buhry, Audrey Giremus, Éric Grivel, Sylvain Saïghi, Sylvie Renaud

Proceedings of the 17th European Signal Processing Conference, 2009

2008

Adjusting the neurons models in neuromimetic ICs using the voltage-clamp technique.

Sylvain Saïghi, Laure Buhry, Yannick Bornat, Gilles N'Kaoua, Jean Tomas, Sylvie Renaud

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008

Weights Convergence and Spikes Correlation in an Adaptive Neural Network Implemented on VLSI.

Adel Daouzli, Sylvain Saïghi, Laure Buhry, Yannick Bornat, Sylvie Renaud

Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2007

Neuromimetic ICs with analog cores: an alternative for simulating spiking neural networks.

Sylvie Renaud, Jean Tomas, Yannick Bornat, Adel Daouzli, Sylvain Saïghi

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

2006

Neuromimetic ICs and system for parameters extraction in biological neuron models.

Sylvain Saïghi, Yannick Bornat, Jean Tomas, Sylvie Renaud

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

Design of a modular and mixed neuromimetic ASIC.

Jean Tomas, Yannick Bornat, Sylvain Saïghi, Timothée Levi, Sylvie Renaud

Proceedings of the 13th IEEE International Conference on Electronics, 2006

2005

A Neuromimetic Integrated Circuit for Interactive Real-Time Simulation.

Sylvain Saïghi, Jean Tomas, Yannick Bornat, Sylvie Renaud

Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 2005

2004

A neural simulation system based on biologically realistic electronic neurons.

Sylvie Renaud-Le Masson, Gwendal Le Masson, Ludovic Alvado, Sylvain Saïghi, Jean Tomas

Inf. Sci., 2004

Hardware computation of conductance-based neuron models.

Ludovic Alvado, Jean Tomas, Sylvain Saïghi, Sylvie Renaud, Thierry Bal, Alain Destexhe, Gwendal Le Masson

Neurocomputing, 2004

2003

An Exponential-Decay Synapse Integrated Circuit for Bio-inspired Neural Networks.

Ludovic Alvado, Sylvain Saïghi, Jean Tomas, Sylvie Renaud-Le Masson

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

2001

A Field-Programmable Conductance Array IC for Biological Neurons Modeling.

Vincent Douence, Sylvie Renaud-Le Masson, Sylvain Saïghi, Gwendal Le Masson

Proceedings of the Bio-inspired Applications of Connectionism, 2001