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Sylvain Chevallier

Professeur au LISN-CNRS, Université Paris-Saclay
100%
Libre accès
12
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

marie-constancecorsi
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Ensemble of Riemannian Classifiers for Multimodal Data: FUCONE Approach for M/EEG Data

Marie-Constance Corsi , Sylvain Chevallier , Fabrizio de Vico Fallani , Florian Yger
ISBI 2023 - IEEE International Symposium on Biomedical Imaging, Apr 2023, Cartagena de Indias, Colombia
Communication dans un congrès hal-04140126v1
Image document

Riemannian Geometry on Connectivity for Clinical BCI

Camille Noûs , Marie-Constance Corsi , Sylvain Chevallier , Florian Yger
ICASSP 2021, Jun 2021, Toronto / Virtual, Canada. ⟨10.1109/ICASSP39728.2021.9414790⟩
Communication dans un congrès hal-03202349v1
Image document

Ensemble learning based on functional connectivity and Riemannian geometry for robust workload estimation

Marie-Constance Corsi , Sylvain Chevallier , Quentin Barthélemy , Isabelle Hoxha , Florian Yger
Neuroergonomics conference 2021, Sep 2021, Virtual event, Germany
Communication dans un congrès hal-03359257v1
Image document

Extending Riemannian Brain-Computer Interface to Functional Connectivity Estimators

Sylvain Chevallier , Marie-Constance Corsi , Florian Yger , Camille Noûs
IROS Workshop on Bringing geometric methods to robot learning, optimization and control, Oct 2020, Las Vegas, NV / Virtual, United States
Communication dans un congrès hal-03015390v1
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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
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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
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Dimensionality Reduction and Frequency Bin Optimization To Improve a Riemannian-based Classification Pipeline

Rune Frateur , Sylvain Chevallier , Florian Yger , Marie-Constance Corsi
CORTICO 2023 - Journées COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, May 2023, Paris, France.
Poster de conférence hal-04140107v1