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Sylvain Chevallier
Professeur au LISN-CNRS, Université Paris-Saclay
100%
Libre accès
9
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.
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SenseJoy, a pluggable solution for assessing user behavior during powered wheelchair driving tasksJournal of NeuroEngineering and Rehabilitation, 2019, 16, pp.134. ⟨10.1186/s12984-019-0613-x⟩
Article dans une revue
hal-02399466v1
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Online SSVEP-based BCI using Riemannian geometryNeurocomputing, 2016, 191, pp.55-68. ⟨10.1016/j.neucom.2016.01.007⟩
Article dans une revue
hal-01351623v1
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Influence of extracellular oscillations on neural communication: a computational perspectiveFrontiers in Computational Neuroscience, 2014, 8 (9), ⟨10.3389/fncom.2014.00009⟩
Article dans une revue
hal-01214044v1
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Semi-supervised optimal transport methods for detecting anomaliesIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. ⟨10.1109/ICASSP40776.2020.9053464⟩
Communication dans un congrès
hal-02614100v1
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Unsupervised anomaly detection using optimal transport for predictive maintenanceInternational Conference on Artificial Neural Networks, Sep 2019, Munich, Germany. ⟨10.1007/978-3-030-30490-4_54⟩
Communication dans un congrès
hal-02541920v1
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Adaptive visualization system for construction building information using saliency15th International Conference on Construction Applications of Virtual Reality (CONVR 2015), Oct 2015, Banff, Canada. pp.317-326
Communication dans un congrès
hal-01351881v1
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From Euclidean to Riemannian Means: Information Geometry for SSVEP ClassificationGeometric Science of Information, Oct 2015, Palaiseau, France. pp.595-604, ⟨10.1007/978-3-319-25040-3_64⟩
Communication dans un congrès
hal-01351753v1
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Hybrid interface: Integrating BCI in multimodal human-machine interfacesIEEE/ASME International Conference on Advanced Intelligent Mechatronics, Jul 2014, Besançon, France. pp.530 - 535 ⟨10.1109/AIM.2014.6878132⟩
Communication dans un congrès
hal-01352056v1
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SSVEP enhancement based on Canonical Correlation Analysis to improve BCI performancesAFRICON 2013, Sep 2013, Pointe-Aux-Piments, Mauritius. ⟨10.1109/AFRCON.2013.6757776⟩
Communication dans un congrès
hal-01352059v1
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