Yann Beilliard

According to our database, Yann Beilliard authored at least 23 papers between 2013 and 2024.

Collaborative distances:

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

2024

Robust quantum dots charge autotuning using neural network uncertainty.

Victor Yon, Bastien Galaup, Claude Rohrbacher, Joffrey Rivard, Clement Godfrin, Ruoyu Li, Stefan Kubicek, Kristiaan De Greve, Louis Gaudreau, Eva Dupont-Ferrier, Yann Beilliard, Roger G. Melko, Dominique Drouin

Mach. Learn. Sci. Technol., 2024

Versatile CMOS Analog LIF Neuron for Memristor-Integrated Neuromorphic Circuits.

Nikhil Garg, Davide Florini, Patrick Dufour, Eloi Muhr, Mathieu-Coumba Faye, Marc Bocquet, Damien Querlioz, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean-Michel Portal

CoRR, 2024

Robust quantum dots charge autotuning using neural networks uncertainty.

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

CoRR, 2024

Towards scalable cryogenic quantum dot biasing using memristor-based DC sources.

Pierre-Antoine Mouny, Raphaël Dawant, Patrick Dufour, Matthieu Valdenaire, Serge Ecoffey, Michel Pioro-Ladriere, Yann Beilliard, Dominique Drouin

CoRR, 2024

Towards a Cryogenic CMOS-Memristor Neural Decoder for Quantum Error Correction.

Pierre-Antoine Mouny, Maher Benhouria, Victor Yon, Patrick Dufour, Linxiang Huang, Yann Beilliard, Sophie Rochette, Dominique Drouin, Pooya Ronagh

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

Versatile CMOS Analog LIF Neuron for Memristor-Integrated Neuromorphic Circuits.

Nikhil Garg, Davide Florini, Patrick Dufour, Eloir Muhr, Mathieu-Coumba Faye, Marc Bocquet, Damien Querlioz, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean-Michel Portal

Proceedings of the International Conference on Neuromorphic Systems, 2024

2023

Unsupervised and efficient learning in sparsely activated convolutional spiking neural networks enabled by voltage-dependent synaptic plasticity.

Gaspard Goupy, Alexandre Juneau-Fecteau, Nikhil Garg, Ismael Balafrej, Fabien Alibart, Luc Frechette, Dominique Drouin, Yann Beilliard

Neuromorph. Comput. Eng., March, 2023

Analog programming of CMOS-compatible Al₂O₃/TiO_2-x memristor at 4.2 K after metal-insulator transition suppression by cryogenic reforming.

Pierre-Antoine Mouny, Raphaël Dawant, Bastien Galaup, Serge Ecoffey, Michel Pioro-Ladriere, Yann Beilliard, Dominique Drouin

CoRR, 2023

A Cryogenic Memristive Neural Decoder for Fault-tolerant Quantum Error Correction.

Frédéric Marcotte, Pierre-Antoine Mouny, Victor Yon, Gebremedhin A. Dagnew, Bohdan Kulchytskyy, Sophie Rochette, Yann Beilliard, Dominique Drouin, Pooya Ronagh

CoRR, 2023

Hardware-aware Training Techniques for Improving Robustness of Ex-Situ Neural Network Transfer onto Passive TiO2 ReRAM Crossbars.

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

CoRR, 2023

A tunable and versatile 28nm FD-SOI crossbar output circuit for low power analog SNN inference with eNVM synapses.

Joao Henrique Quintino Palhares, Yann Beilliard, Jury Sandrini, Franck Arnaud, Kevin Garello, Guillaume Prenat, Lorena Anghel, Fabien Alibart, Dominique Drouin, Philippe Galy

CoRR, 2023

2022

CODEX: Stochastic Encoding Method to Relax Resistive Crossbar Accelerator Design Requirements.

Tony Liu, Amirali Amirsoleimani, Jianxiong Xu, Fabien Alibart, Yann Beilliard, Serge Ecoffey, Dominique Drouin, Roman Genov

IEEE Trans. Circuits Syst. II Express Briefs, 2022

Miniaturizing neural networks for charge state autotuning in quantum dots.

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

Mach. Learn. Sci. Technol., 2022

Voltage-Dependent Synaptic Plasticity (VDSP): Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential.

Nikhil Garg, Ismael Balafrej, Terrence C. Stewart, Jean-Michel Portal, Marc Bocquet, Damien Querlioz, Dominique Drouin, Jean Rouat, Yann Beilliard, Fabien Alibart

CoRR, 2022

Memristor-based cryogenic programmable DC sources for scalable in-situ quantum-dot control.

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

CoRR, 2022

2021

Multi-terminal memristive devices enabling tunable synaptic plasticity in neuromorphic hardware: a mini-review.

Yann Beilliard, Fabien Alibart

CoRR, 2021

Fully CMOS-compatible passive TiO2-based memristor crossbars for in-memory computing.

Abdelouadoud El Mesoudy, Gwénaëlle Lamri, Raphaël Dawant, Javier Arias-Zapata, Pierre Gliech, Yann Beilliard, Serge Ecoffey, Andreas Ruediger, Fabien Alibart, Dominique Drouin

CoRR, 2021

Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition.

Nikhil Garg, Ismael Balafrej, Yann Beilliard, Dominique Drouin, Fabien Alibart, Jean Rouat

Proceedings of the ICONS 2021: International Conference on Neuromorphic Systems 2021, 2021

2020

In-Memory Vector-Matrix Multiplication in Monolithic Complementary Metal-Oxide-Semiconductor-Memristor Integrated Circuits: Design Choices, Challenges, and Perspectives.

Amirali Amirsoleimani, Fabien Alibart, Victor Yon, Jianxiong Xu, Mohammad Reza Pazhouhandeh, Serge Ecoffey, Yann Beilliard, Roman Genov, Dominique Drouin

Adv. Intell. Syst., 2020

2019

Observation of Highly Nonlinear Resistive Switching of Al2O3/TiO2-x Memristors at Cryogenic Temperature (1.5 K).

Yann Beilliard, François Paquette, Frédéric Brousseau, Serge Ecoffey, Fabien Alibart, Dominique Drouin

CoRR, 2019

FPGA-based Multi-Chip Module for High-Performance Computing.

Yann Beilliard, Maxime Godard, Aggelos Ioannou, Astrinos Damianakis, Michael Ligerakis, Iakovos Mavroidis, Pierre-Yves Martinez, David Danovitch, Julien Sylvestre, Dominique Drouin

CoRR, 2019

2014

Advances toward reliable high density Cu-Cu interconnects by Cu-SiO₂ direct hybrid bonding.

Yann Beilliard, Stéphane Moreau, Léa Di Cioccio, Perceval Coudrain, G. Romano, A. Nowodzinski, F. Aussenac, P.-H. Jouneau, E. Rolland, Thomas Signamarcheix

Proceedings of the 2014 International 3D Systems Integration Conference, 2014

2013

Chip to wafer copper direct bonding electrical characterization and thermal cycling.

Yann Beilliard, Perceval Coudrain, Léa Di Cioccio, Stéphane Moreau, Loic Sanchez, Brigitte Montmayeul, Thomas Signamarcheix, Rafael Estevez, Guillaume Parry

Proceedings of the 2013 IEEE International 3D Systems Integration Conference (3DIC), 2013