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

Phenomenological modelling of non-volatile memory threshold voltage shift induced by nonlinear ionization with a femtosecond laser

por Chiquet, Philippe, Chambonneau, Maxime, Della Marca, Vincenzo, Postel-Pellerin, Jérémy, Canet, Pierre, Souiki-Figuigui, Sarra, Idda, Guillaume, Portal, Jean-Michel, Grojo, David
Publicado 2019

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

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