Djohan Bonnet

According to our database, Djohan Bonnet authored at least 7 papers between 2022 and 2026.

Collaborative distances:

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

2026

Active Continual Learning with Metaplastic Binary Bayesian Neural Networks.

Kellian Cottart, Théo Ballet, Djohan Bonnet, Damien Querlioz

CoRR, May, 2026

Learning to Remember, Learn, and Forget in Attention-Based Models.

Djohan Bonnet, Jamie Lohoff, Jan Finkbeiner, Elidona Skhikerujah, Emre Neftci

CoRR, February, 2026

Forward-only learning in memristor arrays with month-scale stability.

Adrien Renaudineau, Mamadou Hawa Diallo, Théo Dupuis, Bastien Imbert, Mohammed Akib Iftakher, Kamel-Eddine Harabi, Clement Türck, Tifenn Hirtzlin, Djohan Bonnet, Franck Melul, Jorge-Daniel Aguirre-Morales, Elisa Vianello, Marc Bocquet, Jean-Michel Portal, Damien Querlioz

CoRR, January, 2026

2025

Bayesian continual learning and forgetting in neural networks.

Djohan Bonnet, Kellian Cottart, Tifenn Hirtzlin, Tarcisius Januel, Thomas Dalgaty, Elisa Vianello, Damien Querlioz

CoRR, April, 2025

2024

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

Djohan Bonnet

PhD thesis, 2024

2023

Bayesian Metaplasticity from Synaptic Uncertainty.

Djohan Bonnet, Tifenn Hirtzlin, Tarcisius Januel, Thomas Dalgaty, Damien Querlioz, Elisa Vianello

CoRR, 2023

2022

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