Access content directly

Sylvain Chevallier

Full Professor at LISN-CNRS, Université Paris-Saclay
100%
Open access
5
Documents
Current affiliations
  • 1066529
  • 1061259
Researcher identifiers

Presentation

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

joe-wiart
Image document

Automatic selection of the number of spatial filters for motor-imagery BCI

Yuan Yang , Sylvain Chevallier , Joe Wiart , Isabelle Bloch
The proceeding of 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012), Apr 2012, Bruges, Belgium. pp.109-114
Conference papers hal-00737242v1
Image document

Time-frequency Selection in Two Bipolar Channels for Improving the Classification of Motor Imagery EEG

Yuan Yang , Sylvain Chevallier , Joe Wiart , Isabelle Bloch
The proceeding of 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'12), Aug 2012, San Diego, United States. pp.2744-2747
Conference papers hal-00737280v1
Image document

A Self-paced Hybrid BCI based on EEG and EOG

Yuan Yang , Sylvain Chevallier , Joe Wiart , Isabelle Bloch
3rd Workshop of Tools for Brain-computer Interaction (TOBI 2012), Mar 2012, Wuerzburg, Germany. pp.4.2
Conference papers hal-00686104v1