The Wigner Monte-Carlo method for nanoelectronic devices: a particle description of quantum transport and decoherence

por Querlioz, Damien, Dollfus, Philippe
Publicado 2013

Using Memristors for Robust Local Learning of Hardware Restricted Boltzmann Machines

por Ernoult, Maxence, Grollier, Julie, Querlioz, Damien
Publicado 2019

Memristive devices for brain-inspired computing: from materials, devices, and circuits to applications - computational memory, deep learning, and spiking neural networks

por Spiga, Sabina, Sebastian, Abu, Querlioz, Damien, Rajendran, Bipin
Publicado 2020

Synaptic metaplasticity in binarized neural networks

por Laborieux, Axel, Ernoult, Maxence, Hirtzlin, Tifenn, Querlioz, Damien
Publicado 2021

Hardware-Efficient Stochastic Binary CNN Architectures for Near-Sensor Computing

por Parmar, Vivek, Penkovsky, Bogdan, Querlioz, Damien, Suri, Manan
Publicado 2022

A Nanotechnology-Ready Computing Scheme based on a Weakly Coupled Oscillator Network

por Vodenicarevic, Damir, Locatelli, Nicolas, Abreu Araujo, Flavio, Grollier, Julie, Querlioz, Damien
Publicado 2017

Interplay of multiple synaptic plasticity features in filamentary memristive devices for neuromorphic computing

por La Barbera, Selina, Vincent, Adrien F., Vuillaume, Dominique, Querlioz, Damien, Alibart, Fabien
Publicado 2016

Scaling Equilibrium Propagation to Deep ConvNets by Drastically Reducing Its Gradient Estimator Bias

por Laborieux, Axel, Ernoult, Maxence, Scellier, Benjamin, Bengio, Yoshua, Grollier, Julie, Querlioz, Damien
Publicado 2021

Neural-like computing with populations of superparamagnetic basis functions

por Mizrahi, Alice, Hirtzlin, Tifenn, Fukushima, Akio, Kubota, Hitoshi, Yuasa, Shinji, Grollier, Julie, Querlioz, Damien
Publicado 2018

EqSpike: spike-driven equilibrium propagation for neuromorphic implementations

por Martin, Erwann, Ernoult, Maxence, Laydevant, Jérémie, Li, Shuai, Querlioz, Damien, Petrisor, Teodora, Grollier, Julie
Publicado 2021

Controlling the phase locking of stochastic magnetic bits for ultra-low power computation

por Mizrahi, Alice, Locatelli, Nicolas, Lebrun, Romain, Cros, Vincent, Fukushima, Akio, Kubota, Hitoshi, Yuasa, Shinji, Querlioz, Damien, Grollier, Julie
Publicado 2016

Digital Biologically Plausible Implementation of Binarized Neural Networks With Differential Hafnium Oxide Resistive Memory Arrays

por Hirtzlin, Tifenn, Bocquet, Marc, Penkovsky, Bogdan, Klein, Jacques-Olivier, Nowak, Etienne, Vianello, Elisa, Portal, Jean-Michel, Querlioz, Damien
Publicado 2020

Forecasting the outcome of spintronic experiments with Neural Ordinary Differential Equations

por Chen, Xing, Araujo, Flavio Abreu, Riou, Mathieu, Torrejon, Jacob, Ravelosona, Dafiné, Kang, Wang, Zhao, Weisheng, Grollier, Julie, Querlioz, Damien
Publicado 2022

Physical Realization of a Supervised Learning System Built with Organic Memristive Synapses

por Lin, Yu-Pu, Bennett, Christopher H., Cabaret, Théo, Vodenicarevic, Damir, Chabi, Djaafar, Querlioz, Damien, Jousselme, Bruno, Derycke, Vincent, Klein, Jacques-Olivier
Publicado 2016

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

por Garg, Nikhil, Balafrej, Ismael, Stewart, Terrence C., Portal, Jean-Michel, Bocquet, Marc, Querlioz, Damien, Drouin, Dominique, Rouat, Jean, Beilliard, Yann, Alibart, Fabien
Publicado 2022

Role of non-linear data processing on speech recognition task in the framework of reservoir computing

por Abreu Araujo, Flavio, Riou, Mathieu, Torrejon, Jacob, Tsunegi, Sumito, Querlioz, Damien, Yakushiji, Kay, Fukushima, Akio, Kubota, Hitoshi, Yuasa, Shinji, Stiles, Mark D., Grollier, Julie
Publicado 2020

Binding events through the mutual synchronization of spintronic nano-neurons

por Romera, Miguel, Talatchian, Philippe, Tsunegi, Sumito, Yakushiji, Kay, Fukushima, Akio, Kubota, Hitoshi, Yuasa, Shinji, Cros, Vincent, Bortolotti, Paolo, Ernoult, Maxence, Querlioz, Damien, Grollier, Julie
Publicado 2022

Bringing uncertainty quantification to the extreme-edge with memristor-based Bayesian neural networks

por Bonnet, Djohan, Hirtzlin, Tifenn, Majumdar, Atreya, Dalgaty, Thomas, Esmanhotto, Eduardo, Meli, Valentina, Castellani, Niccolo, Martin, Simon, Nodin, Jean-François, Bourgeois, Guillaume, Portal, Jean-Michel, Querlioz, Damien, Vianello, Elisa
Publicado 2023

Plasticity in memristive devices for spiking neural networks

por Saïghi, Sylvain, Mayr, Christian G., Serrano-Gotarredona, Teresa, Schmidt, Heidemarie, Lecerf, Gwendal, Tomas, Jean, Grollier, Julie, Boyn, Sören, Vincent, Adrien F., Querlioz, Damien, La Barbera, Selina, Alibart, Fabien, Vuillaume, Dominique, Bichler, Olivier, Gamrat, Christian, Linares-Barranco, Bernabé
Publicado 2015