Experimental Demonstration of Multilevel Resistive Random Access Memory Programming for up to Two Months Stable Neural Networks Inference Accuracy. - Eduardo Esmanhotto; Tifenn Hirtzlin; Djohan Bonnet; Niccolo Castellani; Jean-Michel Portal; Damien Querlioz; Elisa Vianello (Adv. Intell. Syst., 2022)

Bayesian Metaplasticity from Synaptic Uncertainty. - Djohan Bonnet; Tifenn Hirtzlin; Tarcisius Januel; Thomas Dalgaty; Damien Querlioz; Elisa Vianello (CoRR, 2023)

Synaptic uncertainty for in-memory computing. (Incertitude synaptique pour le calcul dans la mémoire). - Djohan Bonnet (2024)

Bayesian continual learning and forgetting in neural networks. - Djohan Bonnet; Kellian Cottart; Tifenn Hirtzlin; Tarcisius Januel; Thomas Dalgaty; Elisa Vianello; Damien Querlioz (CoRR, 2025)