SAIGHI Sylvain | IMS Bordeaux

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Article (2)

Plasticity in memristive devices for spiking neural networks Author(s): S. Saïghi, C.G. Mayr, T. Serrano-Gotarredona, H. Schmidt, G. Lecerf, J. Tomas, J. Grollier, S. Boyn, A.F. Vincent, D. Querlioz, S. La Barbera, F. Alibart, Dominique Vuillaume, O. Bichler, C. Gamrat, B. Linares-Barranco Year of publication: 2015 Journal: Frontiers in Neuroscience DOI: 10.3389/fnins.2015.00051 HAL link: https://cea.hal.science/cea-01846866v1

Silicon neuron: digital hardware implementation of the quartic model Author(s): Filippo Grassia, Timothée Levi, Sylvain Saighi, Takashi Kohno Year of publication: 2014 Journal: Journal of Artificial Life and Robotics DOI: HAL link: https://hal.science/hal-01227599v1

Book (1)

Systèmes électroniques pour la modélisation de neurones biologiques Author(s): Sylvain Saïghi Year of publication: 2011 Journal: DOI: HAL link: https://hal.science/hal-00982113v1

Book sections (2)

Central Pattern Generators (CPG) biomimétiques en temps-réel sur FPGA pour des expérimentations biohybrides Author(s): Matthieu Ambroise, Sébastien Joucla, Blaise Yvert, Sylvain Saighi, Timothée Levi Year of publication: 2017 Journal: DOI: HAL link: https://hal.science/hal-01709423v1

Biomimetic technologies Principles and Applications Author(s): Matthieu Ambroise, Timothée Levi, Sylvain Saighi Year of publication: 2015 Journal: DOI: HAL link: https://hal.science/hal-01227602v1

Thesis (1)

Circuits et systèmes de modélisation analogique de réseaux de neurones biologiques: application au développement d'outils pour les neurosciences computationnelles Author(s): Sylvain Saïghi Year of publication: 2004 Journal: DOI: HAL link: https://theses.hal.science/tel-00326005v1

HDR (1)

SYSTÈMES NEUROMORPHIQUES ANALOGIQUES : CONCEPTION ET USAGES Author(s): Sylvain Saïghi Year of publication: 2011 Journal: DOI: HAL link: https://theses.hal.science/tel-01017791v1

Conference proceedings (27)

Comparison of Hardware-friendly, Audio-to-spikes Cochlear Encoding for Neuromorphic Processing Author(s): Valentin Meunier, Amélie Gruel, Adrien F Vincent, Sylvain Saïghi Year of publication: 2025 Journal: DOI: 10.1109/AICAS64808.2025.11173106 HAL link: https://hal.science/hal-05344616v1

Design an Ultra-Low Power Event-Based Camera for Autonomous Vehicles Author(s): Sylvain Saïghi, Luce Chiodelli Year of publication: 2019 Journal: DOI: HAL link: https://hal.science/hal-02527335v1

Learning from slow Dynamic Vision Sensor inputs with a hardware memristor-based Spiking Neural Network Author(s): Pierre Lewden, Charly Meyer, Adrien F Vincent, Jean Tomas, Sylvain Saïghi Year of publication: 2019 Journal: DOI: HAL link: https://hal.science/hal-02527452v1

Hardware Spiking Neural Networks: Slow Tasks Resilient Learning with Longer Term-Memory Bits Author(s): Pierre Lewden, Adrien F Vincent, Charly Meyer, Jean Tomas, Shidoush Siami, Sylvain Saïghi Year of publication: 2019 Journal: DOI: 10.1109/BIOCAS.2019.8918992 HAL link: https://hal.science/hal-02487821v1

Neural Network for ultra-low power and real time computation Author(s): Charly Meyer, Pierre Lewden, Adrien F Vincent, Jean Tomas, Sylvain Saïghi Year of publication: 2019 Journal: DOI: HAL link: https://hal.science/hal-02527440v1

Réseaux de neurones artificiels biomimétiques pour de la bio-hybridation Author(s): Farad Khoyratee, Filippo Grassia, Sylvain Saïghi, Timothée Levi Year of publication: 2019 Journal: DOI: HAL link: https://hal.science/hal-02893061v1

Verilog-A model of ferroelectric memristors dedicated to neuromorphic design Author(s): Charly Meyer, André Chanthbouala, Sören Boyn, Jean Tomas, Vincent Garcia, Manuel Bibes, Stéphane Fusil, Julie Grollier, Sylvain Saïghi Year of publication: 2018 Journal: DOI: 10.1109/ICECS.2018.8618054 HAL link: https://hal.science/hal-02527258v1

Low-power spiking neural network with memristive synapses Author(s): Charly Meyer, Sylvain Saïghi, Jean Tomas Year of publication: 2018 Journal: DOI: HAL link: https://hal.science/hal-02527460v1

Real-time digital implementation of HH neural network on FPGA: cortical neuron simulation Author(s): Farad Khoyratee, Sylvain Saïghi, Timothée Levi Year of publication: 2018 Journal: DOI: HAL link: https://hal.science/hal-01709432v1

Implémentation du modèle de Hodgkin-Huxley sur FPGA pour l’étude des maladies neurodégénératives Author(s): Farad Khoyratee, Sylvain Saighi, Timothée Levi Year of publication: 2017 Journal: DOI: HAL link: https://hal.science/hal-01709425v1

FPGA Implementation of the Hodgkin-Huxley Model for Neurological Disease study Author(s): Farad Khoyratee, Timothée Levi, Sylvain Saïghi Year of publication: 2017 Journal: DOI: HAL link: https://hal.science/hal-01709427v1

FPGA Implementation of the Hodgkin-Huxley Model for Neurological Disease study Author(s): Khoyratee Farad, Timothée Levi, Sylvain Saïghi Year of publication: 2016 Journal: DOI: HAL link: https://hal.science/hal-02527541v1

Biorealistic Spiking Neural Network on FPGA Author(s): Matthieu Ambroise, Timothée Levi, Yannick Bornat, Sylvain Saighi Year of publication: 2014 Journal: DOI: 10.1109/CISS.2013.6616689 HAL link: https://hal.science/hal-00956630v1

Biomimetic CPG on FPGA for hybrid experiments Author(s): Matthieu Ambroise, Timothée Levi, Sylvain Saighi Year of publication: 2014 Journal: DOI: HAL link: https://hal.science/hal-01227627v1

Biomimetic neural networks for hybrid experiments Author(s): Timothée Levi, Matthieu Ambroise, Filippo Grassia, Olivia Malot, Sylvain Saighi, Yannick Bornat, Jean Tomas, Sylvie Renaud Year of publication: 2014 Journal: DOI: HAL link: https://hal.science/hal-01227638v1

Silicon neuron: digital hardware implementation of the quartic model Author(s): Filippo Grassia, Timothée Levi, Takashi Kohno, Sylvain Saïghi Year of publication: 2014 Journal: DOI: HAL link: https://hal.science/hal-00956628v1

Leech heartbeat neural network on FPGA Author(s): Matthieu Ambroise, Timothée Levi, Sylvain Saighi Year of publication: 2014 Journal: DOI: HAL link: https://hal.science/hal-01227640v1

Silicon neuron dedicated to memristive spiking neural networks Author(s): Gwendal Lecerf, Jean Tomas, Sören Boyn, Stéphanie Girod, Ashwin Mangalore, Julie Grollier, Sylvain Saïghi Year of publication: 2014 Journal: DOI: 10.1109/ISCAS.2014.6865448 HAL link: https://hal.science/hal-01093162v1

Biomimetic CPGs for robotic applications Author(s): Timothée Levi, Matthieu Ambroise, Filippo Grassia, Sylvain Saïghi, Takashi Kohno, H. Kinoshita, T. Fujii Year of publication: 2014 Journal: DOI: HAL link: https://hal.science/hal-00956627v1

Generation of Locomotor-Like Activity in the Isolated Rat Spinal Cord by Electrical Microstimulations Driven by an Artificial CPG Author(s): Sébastien Joucla, Matthieu Ambroise, Timothée Levi, Thierry Lafon, P. Chauvet, L. Rousseau, Gaelle Bazin Lissorgues, Sylvain Saïghi, Yannick Bornat, Noëlle Lewis, Sylvie Renaud, Blaise Yvert Year of publication: 2013 Journal: DOI: HAL link: https://hal.science/hal-00966012v1

Leech Heartbeat Neural Network on FPGA Author(s): Matthieu Ambroise, Timothée Levi, Sylvain Saïghi Year of publication: 2013 Journal: DOI: HAL link: https://hal.science/hal-00956629v1

Bifurcation analysis in a silicon neuron Author(s): Filippo Grassia, Timothée Levi, Sylvain Saïghi, Takashi Kohno Year of publication: 2013 Journal: DOI: HAL link: https://hal.science/hal-00775856v1

A conductance-based silicon neuron with membrane-voltage dependent temporal dynamics Author(s): Jean Tomas, Sylvain Saïghi, Sylvie Renaud, Jason Silver, Hugh Barnaby Year of publication: 2010 Journal: DOI: 10.1109/NEWCAS.2010.5604001 HAL link: https://hal.science/hal-00982123v1

Parameter estimation of the Hodgkin-Huxley model using metaheuristics: application to neuromimetic analog integrated circuits Author(s): Laure Buhry, Sylvain Saïghi, Audrey Giremus, Eric Grivel, Sylvie Renaud Year of publication: 2008 Journal: DOI: HAL link: https://hal.science/hal-00347187v1

Estimation des paramétres du modéle d'Hodgkin-Huxley par des métaheuristiques Author(s): Laure Buhry, Sylvain Saighi, Audrey Giremus, Eric Grivel, Sylvie Renaud Year of publication: 2008 Journal: DOI: HAL link: https://hal.science/hal-00331588v1

Neuromimetic ICs with analog cores: an alternative for simulating spiking neural networks Author(s): Sylvie Renaud, Jean Tomas, Yannick Bornat, Adel Daouzli, Sylvain Saïghi Year of publication: 2007 Journal: DOI: HAL link: https://hal.science/hal-00161313v1

Invited lectures (17)

Green AI : La nécessité de la soutenabilité énergétique dans l’IA Author(s): Sylvain Saïghi Year of publication: 2020 Journal: DOI: HAL link: https://hal.science/hal-02527517v1

La problématique énergétique de l’IA Author(s): Sylvain Saïghi Year of publication: 2019 Journal: DOI: HAL link: https://hal.science/hal-02530982v1

Green AI : La nécessité de la soutenabilité énergétique dans l’IA Author(s): Sylvain Saïghi, Adrien Vincent Year of publication: 2019 Journal: DOI: HAL link: https://hal.science/hal-02530977v1

Le calcul par réseau de neurones matériels et événementiels : que peut-on en attendre ? Author(s): Sylvain Saïghi Year of publication: 2018 Journal: DOI: HAL link: https://hal.science/hal-02530993v1

Event-based camera for autonomous vehicle Author(s): Sylvain Saïghi Year of publication: 2018 Journal: DOI: HAL link: https://hal.science/hal-02527528v1

Le calcul bio-inspiré, une alternative pour l’IA ? Author(s): Sylvain Saïghi Year of publication: 2018 Journal: DOI: HAL link: https://hal.science/hal-02530986v1

Calcul par réseaux de neurones matériels : quelques résultats inattendus Author(s): Sylvain Saïghi Year of publication: 2018 Journal: DOI: HAL link: https://hal.science/hal-02527536v1

ULPEC Project Author(s): Sylvain Saïghi Year of publication: 2018 Journal: DOI: HAL link: https://hal.science/hal-02527522v1

Introduction aux architectures et calculs neuroinspirés Author(s): Sylvain Saïghi Year of publication: 2017 Journal: DOI: HAL link: https://hal.science/hal-02531001v1

Introduction à l’ingénierie neuromorphique Author(s): Sylvain Saïghi Year of publication: 2017 Journal: DOI: HAL link: https://hal.science/hal-02530987v1

Architectures neuromorphiques memristives Author(s): Sylvain Saïghi Year of publication: 2016 Journal: DOI: HAL link: https://hal.science/hal-02527339v1

Composants memristifs : la panacée pour les systèmes neuromorphiques ? Author(s): Sylvain Saïghi Year of publication: 2016 Journal: DOI: HAL link: https://hal.science/hal-02531004v1

Circuits électroniques neuro-inspirés : vers une consommation énergétique ultra optimisée ? Author(s): Sylvain Saïghi Year of publication: 2016 Journal: DOI: HAL link: https://hal.science/hal-02527349v1

Digital Biomimetic Spiking Neural Network for closed-loop systems Author(s): Timothée Levi, Matthieu Ambroise, Sylvain Saïghi Year of publication: 2016 Journal: DOI: HAL link: https://hal.science/hal-02527547v1

Conception de réseaux de neurons à base de synapses memristives Author(s): Sylvain Saïghi Year of publication: 2016 Journal: DOI: HAL link: https://hal.science/hal-02527540v1

Basics of neuromorphic design: state of the art and challenges Author(s): Sylvain Saïghi Year of publication: 2015 Journal: DOI: HAL link: https://hal.science/hal-02527352v1

Hardware Spiking Neural Networks for Hybrid Technique Author(s): Sylvain Saïghi Year of publication: 2010 Journal: DOI: HAL link: https://hal.science/hal-00982116v1

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