Accéder directement au contenu

Sylvain Chevallier

Professeur au LISN-CNRS, Université Paris-Saclay
100%
Libre accès
5
Documents
Affiliations actuelles
  • 1066529
  • 1061259
Identifiants chercheurs

Présentation

After a PhD on bio-inspired robotic vision at LIMSI CNRS, I was a post-doc fellow in the neurocybernetic team of ETIS. I embraced a more machine learning centric approach to analyse EEG for Brain-Computer Interface (BCI) during two post-doc, one at INRIA and one at Telecom ParisTech. I worked as assistant professor at LISV, Université de Versailles-St Quentin on BCI for rehabilitation robotics, using Riemannian geometry and time series analysis. I am now full professor in A&O team of LISN-CNRS, Université Paris-Saclay.

Publications

"bruno-aristimunha"
Image document

Synthetic Sleep EEG Signal Generation using Latent Diffusion Models

Bruno Aristimunha , Raphael Yokoingawa de Camargo , Sylvain Chevallier , Adam G. Thomas , Oeslle Lucena
DGM4H 2023 - 1st Workshop on Deep Generative Models for Health at NeurIPS 2023, Dec 2023, New orleans, United States
Communication dans un congrès hal-04350867v1
Image document

Holographic EEG: multi-view deep learning for BCI

Igor Carrara , Bruno Aristimunha , Sylvain Chevallier , Marie-Constance Corsi , Théodore Papadopoulo
Journée CORTICO 2023 - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, May 2023, Paris, France.
Poster de conférence hal-04095900v1
Image document

Augmented SPDNet: Second-Order Neural Network for Motor Imagery-Based BCI

Igor Carrara , Bruno Aristimunha , Marie-Constance Corsi , Raphael Yokoingawa De Camargo , Sylvain Chevallier
Soph.IA summit 2023, Nov 2023, Sophia Antipolis, France
Poster de conférence hal-04308549v1