Yann Beilliard

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 19

Top Topics

Highly Nonlinear

Hand Gesture Recognition

Top Venues

Mach. Learn. Sci. Technol.

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Victor Yon, Bastien Galaup, Claude Rohrbacher, Joffrey Rivard, Clement Godfrin, Roy Li, Stefan Kubicek, Kristiaan De Greve, Louis Gaudreau, Eva Dupont-Ferrier, Yann Beilliard, Roger G. Melko, Dominique Drouin
Robust quantum dots charge autotuning using neural networks uncertainty. CoRR (2024)
Pierre-Antoine Mouny, Raphaël Dawant, Patrick Dufour, Matthieu Valdenaire, Serge Ecoffey, Michel Pioro-Ladriere, Yann Beilliard, Dominique Drouin
Towards scalable cryogenic quantum dot biasing using memristor-based DC sources. CoRR (2024)
Nikhil Garg, Davide Florini, Patrick Dufour, Eloi Muhr, Mathieu-Coumba Faye, Marc Bocquet, Damien Querlioz, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean-Michel Portal
Versatile CMOS Analog LIF Neuron for Memristor-Integrated Neuromorphic Circuits. CoRR (2024)
Frédéric Marcotte, Pierre-Antoine Mouny, Victor Yon, Gebremedhin A. Dagnew, Bohdan Kulchytskyy, Sophie Rochette, Yann Beilliard, Dominique Drouin, Pooya Ronagh
A Cryogenic Memristive Neural Decoder for Fault-tolerant Quantum Error Correction. CoRR (2023)
Gaspard Goupy, Alexandre Juneau-Fecteau, Nikhil Garg, Ismael Balafrej, Fabien Alibart, Luc Frechette, Dominique Drouin, Yann Beilliard
Unsupervised and efficient learning in sparsely activated convolutional spiking neural networks enabled by voltage-dependent synaptic plasticity. Neuromorph. Comput. Eng. 3 (1) (2023)
Philippe Drolet, Raphaël Dawant, Victor Yon, Pierre-Antoine Mouny, Matthieu Valdenaire, Javier Arias-Zapata, Pierre Gliech, Sean U. N. Wood, Serge Ecoffey, Fabien Alibart, Yann Beilliard, Dominique Drouin
Hardware-aware Training Techniques for Improving Robustness of Ex-Situ Neural Network Transfer onto Passive TiO2 ReRAM Crossbars. CoRR (2023)
Pierre-Antoine Mouny, Raphaël Dawant, Bastien Galaup, Serge Ecoffey, Michel Pioro-Ladriere, Yann Beilliard, Dominique Drouin
memristor at 4.2 K after metal-insulator transition suppression by cryogenic reforming. CoRR (2023)
Joao Henrique Quintino Palhares, Yann Beilliard, Jury Sandrini, Franck Arnaud, Kevin Garello, Guillaume Prenat, Lorena Anghel, Fabien Alibart, Dominique Drouin, Philippe Galy
A tunable and versatile 28nm FD-SOI crossbar output circuit for low power analog SNN inference with eNVM synapses. CoRR (2023)
Tony Liu, Amirali Amirsoleimani, Jianxiong Xu, Fabien Alibart, Yann Beilliard, Serge Ecoffey, Dominique Drouin, Roman Genov
CODEX: Stochastic Encoding Method to Relax Resistive Crossbar Accelerator Design Requirements. IEEE Trans. Circuits Syst. II Express Briefs 69 (8) (2022)
Nikhil Garg, Ismael Balafrej, Terrence C. Stewart, Jean-Michel Portal, Marc Bocquet, Damien Querlioz, Dominique Drouin, Jean Rouat, Yann Beilliard, Fabien Alibart
Voltage-Dependent Synaptic Plasticity (VDSP): Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential. CoRR (2022)
Stefanie Czischek, Victor Yon, Marc-Antoine Genest, Marc-Antoine Roux, Sophie Rochette, Julien Camirand Lemyre, Mathieu Moras, Michel Pioro-Ladriere, Dominique Drouin, Yann Beilliard, Roger G. Melko
Miniaturizing neural networks for charge state autotuning in quantum dots. Mach. Learn. Sci. Technol. 3 (1) (2022)
Pierre-Antoine Mouny, Yann Beilliard, Sébastien Graveline, Marc-Antoine Roux, Abdelouadoud El Mesoudy, Raphaël Dawant, Pierre Gliech, Serge Ecoffey, Fabien Alibart, Michel Pioro-Ladriere, Dominique Drouin
Memristor-based cryogenic programmable DC sources for scalable in-situ quantum-dot control. CoRR (2022)
Abdelouadoud El Mesoudy, Gwénaëlle Lamri, Raphaël Dawant, Javier Arias-Zapata, Pierre Gliech, Yann Beilliard, Serge Ecoffey, Andreas Ruediger, Fabien Alibart, Dominique Drouin
Fully CMOS-compatible passive TiO2-based memristor crossbars for in-memory computing. CoRR (2021)
Yann Beilliard, Fabien Alibart
Multi-terminal memristive devices enabling tunable synaptic plasticity in neuromorphic hardware: a mini-review. CoRR (2021)
Nikhil Garg, Ismael Balafrej, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean Rouat
Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition. CoRR (2021)
Nikhil Garg, Ismael Balafrej, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean Rouat
Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition. ICONS (2021)
Amirali Amirsoleimani, Fabien Alibart, Victor Yon, Jianxiong Xu, Mohammad Reza Pazhouhandeh, Serge Ecoffey, Yann Beilliard, Roman Genov, Dominique Drouin
In-Memory Vector-Matrix Multiplication in Monolithic Complementary Metal-Oxide-Semiconductor-Memristor Integrated Circuits: Design Choices, Challenges, and Perspectives. Adv. Intell. Syst. 2 (11) (2020)
Yann Beilliard, François Paquette, Frédéric Brousseau, Serge Ecoffey, Fabien Alibart, Dominique Drouin
Observation of Highly Nonlinear Resistive Switching of Al2O3/TiO2-x Memristors at Cryogenic Temperature (1.5 K). CoRR (2019)
Yann Beilliard, Maxime Godard, Aggelos Ioannou, Astrinos Damianakis, Michael Ligerakis, Iakovos Mavroidis, Pierre-Yves Martinez, David Danovitch, Julien Sylvestre, Dominique Drouin
FPGA-based Multi-Chip Module for High-Performance Computing. CoRR (2019)
Yann Beilliard, Stéphane Moreau, Léa Di Cioccio, Perceval Coudrain, G. Romano, A. Nowodzinski, F. Aussenac, P.-H. Jouneau, E. Rolland, Thomas Signamarcheix
direct hybrid bonding. 3DIC (2014)
Yann Beilliard, Perceval Coudrain, Léa Di Cioccio, Stéphane Moreau, Loic Sanchez, Brigitte Montmayeul, Thomas Signamarcheix, Rafael Estevez, Guillaume Parry
Chip to wafer copper direct bonding electrical characterization and thermal cycling. 3DIC (2013)