Yann Beilliard - Publications, H-index & Citations

Yann Beilliard

University of Sherbrooke

10H指数

81论文数

566被引数

收录论文 11

发表时间

Unsupervised local learning based on voltage-dependent synaptic plasticity for resistive and ferroelectric synapses 基于电压依赖性突触可塑性的无监督局部学习：用于阻性突触和铁电突触

Communications Materials

IF9.6

2026-01-12

OAAI

Nikhil Garg; Ismael Balafrej; Joao Henrique Quintino Palhares; Laura Bégon-Lours; Davide Florini; Donato Francesco Falcone; Tommaso Stecconi; Valeria Bragaglia; Bert Jan Offrein; Jean-Michel Portal; Damien Querlioz; Yann Beilliard; Dominique Drouin; Fabien Alibart

Experimental Online Quantum Dots Charge Autotuning Using Neural Networks 基于神经网络的实验性在线量子点电荷自调谐

NANO LETTERS

IF9.1

2025-02-27

OAAI

Yon, Victor; Galaup, Bastien; Rohrbacher, Claude; Rivard, Joffrey; Morel, Alexis; Leclerc, Dominic; Godfrin, Clement; Li, Ruoyu; Kubicek, Stefan; De Greve, Kristiaan; Ferrier, Eva Dupont; Beilliard, Yann; Melko, Roger G.; Drouin, Dominique

Robust quantum dots charge autotuning using neural network uncertainty

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-11-07

OAAI

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

Analog programming of CMOS-compatible Al2O3/TiO2-x memristor at 4.2K after metal-insulator transition suppression by cryogenic reforming

APPLIED PHYSICS LETTERS

IF3.6

2023-10-18

OAAI

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

Unsupervised and efficient learning in sparsely activated convolutional spiking neural networks enabled by voltage-dependent synaptic plasticity 通过电压依赖性突触可塑性实现的稀疏激活的卷积尖峰神经网络中的无监督高效学习

NEUROMORPHIC COMPUTING AND ENGINEERING

IF6.1

2023-01-06

OAAI

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

Voltage-dependent synaptic plasticity: Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential

FRONTIERS IN NEUROSCIENCE

IF3.2

2022-10-21

OAAI

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

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

IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

IF4.9

2022-08-01

OAAI

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

Miniaturizing neural networks for charge state autotuning in quantum dots

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2021-11-24

OAAI

Czischek, Stefanie; Yon, Victor; Genest, Marc-Antoine; Roux, Marc-Antoine; Rochette, Sophie; Lemyre, Julien Camirand; Moras, Mathieu; Pioro-Ladriere, Michel; Drouin, Dominique; Beilliard, Yann; Melko, Roger G.

Multi-Terminal Memristive Devices Enabling Tunable Synaptic Plasticity in Neuromorphic Hardware: A Mini-Review 在神经形态硬件中实现可调突触可塑性的多终端忆阻器件: 迷你评论

FRONTIERS IN NANOTECHNOLOGY

IF3.8

2021-11-19

OAAI

Beilliard, Yann; Alibart, Fabien

In-Memory Vector-Matrix Multiplication in Monolithic Complementary Metal-Oxide-Semiconductor-Memristor Integrated Circuits: Design Choices, Challenges, and Perspectives 单片互补金属氧化物半导体忆阻器集成电路中的内存矢量矩阵乘法: 设计选择，挑战和观点

ADVANCED INTELLIGENT SYSTEMS

IF6.1

2020-08-23

111

OAAI

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

Thermomechanical finite element modeling of Cu-SiO2 direct hybrid bonding with a dishing effect on Cu surfaces

INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES

IF3.8

2017-06-01

OAAI

Beilliard, Y.; Estevez, R.; Parry, G.; McGarry, P.; Di Cioccio, L.; Coudrain, P.

研究方向