Djohan Bonnet

Postdoc, Forschungszentrum Juelich GmbH

Joined

May 2025

Names

Djohan Bonnet (Preferred)

Emails

****@fz-juelich.de (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Postdoc

Forschungszentrum Juelich GmbH (fz-juelich.de)

2024 – Present

PhD student

CEA (cea.fr)

2020 – 2024

Advisors, Relations & Conflicts

Postdoc Advisor

Emre Neftci

2024 – Present

PhD Advisor

Damien Querlioz

2020 – 2024

PhD Advisor

Elisa Vianello

2020 – 2024

Expertise

Neuromorphic computing

2020 – Present

Bayesian Neural Networks

2020 – Present

Deep Learning

2020 – Present

Publications

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
- Readers: Everyone
Learning to Remember, Learn, and Forget in Attention-Based Models
Djohan Bonnet, Jamie Lohoff, Jan Finkbeiner, Elidona Shiqerukaj, Emre Neftci
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Bayesian continual learning and forgetting in neural networks
Djohan Bonnet, Kellian Cottart, Tifenn Hirtzlin, Tarcisius Januel, Thomas Dalgaty, Elisa Vianello, Damien Querlioz
- CoRR 2025
- Readers: Everyone
Synaptic uncertainty for in-memory computing. (Incertitude synaptique pour le calcul dans la mémoire)
Djohan Bonnet
- undefined 2024
- Readers: Everyone
Bayesian Metaplasticity from Synaptic Uncertainty
Djohan Bonnet, Tifenn Hirtzlin, Tarcisius Januel, Thomas Dalgaty, Damien Querlioz, Elisa Vianello
- CoRR 2023
- Readers: Everyone
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
- Readers: Everyone

Djohan Bonnet

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Experimental Demonstration of Multilevel Resistive Random Access Memory Programming for up to Two Months Stable Neural Networks Inference Accuracy.

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

Bayesian continual learning and forgetting in neural networks

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

Bayesian Metaplasticity from Synaptic Uncertainty

Experimental Demonstration of Multilevel Resistive Random Access Memory Programming for up to Two Months Stable Neural Networks Inference Accuracy

Co-Authors