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Sylvain Chevallier

Full Professor at LISN-CNRS, Université Paris-Saclay
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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

947720
Image document

Semi-supervised optimal transport methods for detecting anomalies

Amina Alaoui-Belghiti , Sylvain Chevallier , Eric Monacelli , Guillaume Bao , Eric Azabou et al.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. ⟨10.1109/ICASSP40776.2020.9053464⟩
Conference papers hal-02614100v1
Image document

Brain-Machine Interface for Mechanical Ventilation Using Respiratory-Related Evoked Potential

Sylvain Chevallier , Guillaume Bao , Mayssa Hammami , Fabienne Marlats , Louis Mayaud et al.
27th International Conference on Artificial Neural Networks( ICANN 2018), Oct 2018, Rhodes, Greece. ⟨10.1007/978-3-030-01424-7_65⟩
Conference papers hal-01911136v1