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Sylvain Chevallier
Professeur au LISN-CNRS, Université Paris-Saclay
86%
Libre accès
7
Documents
Affiliations actuelles
- 1066529
- 1061259
Identifiants chercheurs
sylvain-chevallier- Arxiv : chevallier_s_1
- IdRef : 142286826
-
0000-0003-3027-8241
- Google Scholar : https://scholar.google.fr/citations?user=j5Tu_SQAAAAJ&hl=fr
- ResearcherId : AAB-7621-2020
- ResearcherId : http://www.researcherid.com/rid/AAB-7621-2020
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
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Subject-specific time-frequency selection for multi-class motor imagery-based BCIs using few Laplacian EEG channelsBiomedical Signal Processing and Control, 2017, 38, pp.302-311. ⟨10.1016/j.bspc.2017.06.016⟩
Article dans une revue
hal-01712401v1
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Subject-Specific Channel Selection Using Time Information for Motor Imagery Brain–Computer InterfacesCognitive Computation, 2016, 8 (3), pp.505-518. ⟨10.1007/s12559-015-9379-z⟩
Article dans une revue
hal-01351620v1
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Time-frequency optimization for discrimination between imagination of right and left hand movements based on two bipolar electroencephalography channelsEURASIP Journal on Advances in Signal Processing, 2014, 2014 (1), pp.38. ⟨10.1186/1687-6180-2014-38⟩
Article dans une revue
hal-01351618v1
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A Self-paced Hybrid BCI based on EEG and EOG3rd Workshop of Tools for Brain-computer Interaction (TOBI 2012), Mar 2012, Wuerzburg, Germany. pp.4.2
Communication dans un congrès
hal-00686104v1
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Time-frequency Selection in Two Bipolar Channels for Improving the Classification of Motor Imagery EEGThe 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
Communication dans un congrès
hal-00737280v1
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A self-paced hybrid BCI based on EEG and EOG3rd TOBI workshop - Bringinh BCIs to end-users: facing the challenge, Mar 2012, Wurzburg, Germany. pp.33-34
Communication dans un congrès
hal-00686648v1
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Automatic selection of the number of spatial filters for motor-imagery BCIThe proceeding of 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012), Apr 2012, Bruges, Belgium. pp.109-114
Communication dans un congrès
hal-00737242v1
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