Research activities

Publications

Lucas Maisonnave, Cyril Moineau, Olivier Bichler, Fabrice Rastello. Applying maximum entropy principle on quantized neural networks correlates with high accuracy. AccML 2024 - 6th Workshop on Accelerated Machine Learning, Jan 2024, Munich, Germany. [html | pdf ]
José Lucas De Melo Costa, Cyril Moineau, Thibault Allenet, Inna Kucher. Applying maximum entropy principle on quantized neural networks correlates with high accuracy. AccML 2024 - 6th Workshop on Accelerated Machine Learning, Jan 2024, Munich, Germany. [pdf]

Supervising activities

PhD student

Student: Lucas Maisonnave
Degree: PhD student
Subject: Maximum entropy coding in Deep Neural Networks
Date: April 2023 - October 2025
Supervisors: Olivier Bichler, Cyril Moineau, Fabrice Rastello

Master student

Student: Florian Robert
Degree: Master student
Subject: Deployment of neural networks on Qualcomm Snapdragon processor
Date: March 2024 - September 2024
Supervisors: Cyril Moineau, Vincent Templier

Student: José Lucas De Melo Costa
Degree: Master student
Subject: Study of the embarkability of transformers
Date: April 2023 - October 2023
Supervisors: Cyril Moineau, Inna Kucher