Sylvain Saïghi

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 12

Top Topics

Synaptic Weights

Design Methodology

Biologically Inspired

Top Venues

Artif. Life Robotics

Publications

Ying Tao, Chip-Hong Chang, Sylvain Saïghi, Shengyu Gao
GaitSpike: Event-based Gait Recognition With Spiking Neural Network. AICAS (2024)
Pierre Lewden, Adrien F. Vincent, Jean Tomas, Chip-Hong Chang, Sylvain Saïghi
Effect of Line Resistance of Passive Memristive Crossbars on Spiking Neural Network Performance. AICAS (2024)
Amélie Gruel, Adrien F. Vincent, Jean Martinet, Sylvain Saïghi
Neuromorphic Event-based Line Detection on SpiNNaker. AICAS (2024)
Pierre Lewden, Adrien F. Vincent, Jean Tomas, Sylvain Saïghi
On-the-Fly Learning With Mixed-Mode Spiking Neural Network and Passive Memristive Array: Application to Neuromorphic Cameras. IEEE Access 11 (2023)
Clémence Gillet, Adrien F. Vincent, Bertrand Le Gal, Sylvain Saïghi
A High-Level Methodology to Evaluate and Optimize Digital Architectures Targeting Spike Encoding. IEEE Access 11 (2023)
Clémence Gillet, Adrien F. Vincent, Bertrand Le Gal, Sylvain Saïghi
Flexible design methodology for spike encoding implementation on FPGA. BioCAS (2022)
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
Multilayer spintronic neural networks with radio-frequency connections. CoRR (2022)
Pierre Lewden, Adrien F. Vincent, Charly Meyer, Jean Tomas, Sylvain Saïghi
Toward Hardware Spiking Neural Networks with Mixed-Signal Event-Based Learning Rules. IJCNN (2020)
Pierre Lewden, Adrien F. Vincent, Charly Meyer, Jean Tomas, Shidoush Siami, Sylvain Saïghi
Hardware Spiking Neural Networks: Slow Tasks Resilient Learning with Longer Term-Memory Bits. BioCAS (2019)
Farad Khoyratee, Stephany Mai Nishikawa, Zhongyue Luo, Soo Hyeon Kim, Sylvain Saïghi, Teruo Fujii, Yoshiho Ikeuchi, Kazuyuki Aihara, Timothée Levi
Biomimetic Spiking Neural Network (SNN) Systems for 'In Vitro' Cells Stimulation. ISCAS (2019)
Timothée Levi, Farad Khoyratee, Sylvain Saïghi, Yoshiho Ikeuchi
Digital implementation of Hodgkin-Huxley neuron model for neurological diseases studies. Artif. Life Robotics 23 (1) (2018)
Charly Meyer, Andre Chanthbouala, Soren Boyn, Jean Tomas, Vincent Garcia, Manuel Bibes, Stephane Fusil, Julie Grollier, Sylvain Saïghi
Verilog-A model of ferroelectric memristors dedicated to neuromorphic design. ICECS (2018)
Filippo Grassia, Timothée Levi, Takashi Kohno, Sylvain Saïghi
Silicon neuron: digital hardware implementation of the quartic model. Artif. Life Robotics 19 (3) (2014)
Gwendal Lecerf, Jean Tomas, Soren Boyn, Stephanie Girod, Ashwin Mangalore, Julie Grollier, Sylvain Saïghi
Silicon neuron dedicated to memristive spiking neural networks. ISCAS (2014)
Gwendal Lecerf, Jean Tomas, Sylvain Saïghi
Excitatory and Inhibitory Memristive Synapses for Spiking Neural Networks. ISCAS (2013)
Matthieu Ambroise, Timothée Levi, Sylvain Saïghi
Leech Heartbeat Neural Network on FPGA. Living Machines (2013)
Laure Buhry, Michele Pace, Sylvain Saïghi
Global parameter estimation of an Hodgkin-Huxley formalism using membrane voltage recordings: Application to neuro-mimetic analog integrated circuits. Neurocomputing 81 (2012)
Filippo Grassia, Timothée Levi, Sylvain Saïghi, Takashi Kohno
Bifurcation analysis in a silicon neuron. Artif. Life Robotics 17 (1) (2012)
Filippo Grassia, Timothée Levi, Jean Tomas, Sylvie Renaud, Sylvain Saïghi
A neuromimetic spiking neural network for simulating cortical circuits. CISS (2011)
Laure Buhry, Filippo Grassia, Audrey Giremus, Éric Grivel, Sylvie Renaud, Sylvain Saïghi
Automated Parameter Estimation of the Hodgkin-Huxley Model Using the Differential Evolution Algorithm: Application to Neuromimetic Analog Integrated Circuits. Neural Comput. 23 (10) (2011)
Sylvain Saïghi, Yannick Bornat, Jean Tomas, Gwendal Le Masson, Sylvie Renaud
A Library of Analog Operators Based on the Hodgkin-Huxley Formalism for the Design of Tunable, Real-Time, Silicon Neurons. IEEE Trans. Biomed. Circuits Syst. 5 (1) (2011)
Sylvie Renaud, Jean Tomas, Noëlle Lewis, Yannick Bornat, Adel Daouzli, Michael Rudolph, Alain Destexhe, Sylvain Saïghi
PAX: A mixed hardware/software simulation platform for spiking neural networks. Neural Networks 23 (7) (2010)
Sylvain Saïghi, Timothée Levi, Bilel Belhadj, Olivia Malot, Jean Tomas
Hardware system for biologically realistic, plastic, and real-time spiking neural network simulations. IJCNN (2010)
Hsin Chen, Sylvain Saïghi, Laure Buhry, Sylvie Renaud
Real-time simulation of biologically realistic stochastic neurons in VLSI. IEEE Trans. Neural Networks 21 (9) (2010)
Sylvain Saïghi, Jean Tomas, Yannick Bornat, Bilel Belhadj, Olivia Malot, Sylvie Renaud
Real-time multi-board architecture for analog spiking neural networks. ISCAS (2010)
Adel Daouzli, Sylvain Saïghi, Michelle Rudolph, Alain Destexhe, Sylvie Renaud
Convergence in an Adaptive Neural Network: The Influence of Noise Inputs Correlation. IWANN (1) (2009)
Laure Buhry, Audrey Giremus, Éric Grivel, Sylvain Saïghi, Sylvie Renaud
New variants of the differential evolution algorithm: Application for neuroscientists. EUSIPCO (2009)
Adel Daouzli, Sylvain Saïghi, Laure Buhry, Yannick Bornat, Sylvie Renaud
Weights Convergence and Spikes Correlation in an Adaptive Neural Network Implemented on VLSI. BIOSIGNALS (1) (2008)
Sylvain Saïghi, Laure Buhry, Yannick Bornat, Gilles N'Kaoua, Jean Tomas, Sylvie Renaud
Adjusting the neurons models in neuromimetic ICs using the voltage-clamp technique. ISCAS (2008)
Sylvie Renaud, Jean Tomas, Yannick Bornat, Adel Daouzli, Sylvain Saïghi
Neuromimetic ICs with analog cores: an alternative for simulating spiking neural networks. ISCAS (2007)
Jean Tomas, Yannick Bornat, Sylvain Saïghi, Timothée Levi, Sylvie Renaud
Design of a modular and mixed neuromimetic ASIC. ICECS (2006)
Sylvain Saïghi, Yannick Bornat, Jean Tomas, Sylvie Renaud
Neuromimetic ICs and system for parameters extraction in biological neuron models. ISCAS (2006)
Sylvain Saïghi, Jean Tomas, Yannick Bornat, Sylvie Renaud
A Neuromimetic Integrated Circuit for Interactive Real-Time Simulation. IWINAC (2) (2005)
Ludovic Alvado, Jean Tomas, Sylvain Saïghi, Sylvie Renaud, Thierry Bal, Alain Destexhe, Gwendal Le Masson
Hardware computation of conductance-based neuron models. Neurocomputing (2004)
Sylvie Renaud-Le Masson, Gwendal Le Masson, Ludovic Alvado, Sylvain Saïghi, Jean Tomas
A neural simulation system based on biologically realistic electronic neurons. Inf. Sci. 161 (1-2) (2004)
Ludovic Alvado, Sylvain Saïghi, Jean Tomas, Sylvie Renaud-Le Masson
An Exponential-Decay Synapse Integrated Circuit for Bio-inspired Neural Networks. IWANN (1) (2003)
Vincent Douence, Sylvie Renaud-Le Masson, Sylvain Saïghi, Gwendal Le Masson
A Field-Programmable Conductance Array IC for Biological Neurons Modeling. IWANN (2) (2001)