Research Activities

Publications

2024

Applying maximum entropy principle on quantized neural networks correlates with high accuracy

Lucas Maisonnave, Cyril Moineau, Olivier Bichler, Fabrice Rastello

AccML 2024 - 6th Workshop on Accelerated Machine Learning, Munich, Germany

[html | pdf]
2024

Applying maximum entropy principle on quantized neural networks correlates with high accuracy

José Lucas De Melo Costa, Cyril Moineau, Thibault Allenet, Inna Kucher

AccML 2024 - 6th Workshop on Accelerated Machine Learning, Munich, Germany

[pdf]

Supervising activities

PhD Supervision

Lucas Maisonnave

Apr 2023 - Oct 2025

Subject: Maximum entropy coding in Deep Neural Networks

Supervisors: Olivier Bichler, Cyril Moineau, Fabrice Rastello

Master's Thesis Supervision

Florian Robert

Mar 2024 - Sep 2024

Subject: Deployment of neural networks on Qualcomm Snapdragon processor

Supervisors: Cyril Moineau, Vincent Templier

José Lucas De Melo Costa

Apr 2023 - Oct 2023

Subject: Study of the embarkability of transformers

Supervisors: Cyril Moineau, Inna Kucher

Talks & Presentations

Feb 2026
Conference

A comprehensive and traceable library for deploying standalone deep neural networks

ERTS 2026 - Embedded Real Time Systems | Toulouse, France

May 2025
Spothlight

Aidge

Gosim | Paris, France

Recording
Mar 2025
Workshop

Aidge, Open platform for deployment on embedded devices

PEPR IA Days | Palaiseau, France

Recording Interview
Nov 2024
Webinar

Live demo of Aidge platform

Aidge webinar | Internet

Recording
Mar 2024
Booth

Eclipse Fundation: Eclipse Aidge

Embedded World | Nuremberg, Germany

Oct 2023
Workshop

DeepGreen for an independant and sovereign platform dedicated to embedded AI

CRESITT | Orléans, France

Slides