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Sylvain Chevallier

Professeur au LISN-CNRS, Université Paris-Saclay
96%
Libre accès
85
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

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Accounting for endogenous effects in decision-making with a non-linear diffusion decision model

Isabelle Hoxha , Sylvain Chevallier , Matteo Ciarchi , Stefan Glasauer , Arnaud Delorme
Scientific Reports, 2023, 13 (1), pp.6323. ⟨10.1038/s41598-023-32841-9⟩
Article dans une revue hal-04290041v1
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Self-administered non-invasive vagus nerve stimulation therapy for severe pharmacoresistant restless legs syndrome: outcomes at 6 months

Sarah Hartley , Guillaume Bao , Ashley Russo , Marine Zagdoun , Sylvain Chevallier
Journal of Sleep Research, 2023, ⟨10.1111/jsr.14066⟩
Article dans une revue hal-04258081v1
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pyRiemann-qiskit: A Sandbox for Quantum Classification Experiments with Riemannian Geometry

Anton Andreev , Grégoire H Cattan , Sylvain Chevallier , Quentin Barthélemy
Research Ideas and Outcomes, 2023, 9, ⟨10.3897/rio.9.e101006⟩
Article dans une revue hal-04040814v1
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Use of cognitive load measurements to design a new architecture of intelligent learning systems

Amin Zammouri , Abdelaziz Ait Moussa , Sylvain Chevallier
Expert Systems with Applications, 2023, 237, pp.121253. ⟨10.1016/j.eswa.2023.121253⟩
Article dans une revue hal-04350891v1
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Measuring Neuronal Avalanches to inform Brain-Computer Interfaces

Marie-Constance Corsi , Pierpaolo Sorrentino , Denis P Schwartz , Nathalie George , Leonardo L. Gollo
iScience, 2023, 27 (1), pp.108734. ⟨10.1016/j.isci.2023.108734⟩
Article dans une revue hal-04345847v2
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Noninvasive Vagus Nerve Stimulation: A New Therapeutic Approach for Pharmacoresistant Restless Legs Syndrome

Sarah Hartley , Guillaume Bao , Marine Zagdoun , Sylvain Chevallier , Frédéric Lofaso
Neuromodulation, 2022, 26 (3), ⟨10.1016/j.neurom.2022.10.046⟩
Article dans une revue hal-03921967v1
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Riemannian geometry for combining functional connectivity metrics and covariance in BCI

Sylvain Chevallier , Marie Constance Corsi , Florian Yger , Fabrizio de Vico Fallani
Software Impacts, 2022, 12, pp.100254. ⟨10.1016/j.simpa.2022.100254⟩
Article dans une revue hal-03772666v1
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End-to-end P300 BCI using Bayesian accumulation of Riemannian probabilities

Quentin Barthélemy , Sylvain Chevallier , Raphaëlle Bertrand-Lalo , Pierre Clisson
Brain-Computer Interfaces, 2022, 10 (1), pp.50-61. ⟨10.1080/2326263X.2022.2140467⟩
Article dans une revue hal-03855169v1
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Functional connectivity ensemble method to enhance BCI performance (FUCONE)

Marie-Constance Corsi , Sylvain Chevallier , Fabrizio de Vico Fallani , Florian Yger
IEEE Transactions on Biomedical Engineering, inPress, pp.1-1. ⟨10.1109/TBME.2022.3154885⟩
Article dans une revue hal-03594331v1
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Review of Riemannian Distances and Divergences, Applied to SSVEP-based BCI

Sylvain Chevallier , E.K Kalunga , Q. Barthélemy , E. Monacelli
Neuroinformatics, 2021, 19 (1), pp.93-106. ⟨10.1007/s12021-020-09473-9⟩
Article dans une revue hal-03015762v1
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Randomized Controlled Study Evaluating Efficiency of Low Intensity Transcranial Direct Current Stimulation (tDCS) for Dyspnea Relief in Mechanically Ventilated COVID-19 Patients in ICU: The tDCS-DYSP-COVID Protocol

Eric Azabou , Guillaume Bao , Nicholas Heming , Rania Bounab , Pierre Moine
Frontiers in Medicine, 2020, 7, pp.372. ⟨10.3389/fmed.2020.00372⟩
Article dans une revue hal-03017762v1
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SMR/Theta Neurofeedback Training Improves Cognitive Performance and EEG Activity in Elderly With Mild Cognitive Impairment: A Pilot Study

Fabienne Marlats , Guillaume Bao , Sylvain Chevallier , Marouane Boubaya , Leila Djabelkhir-Jemmi
Frontiers in Aging Neuroscience, 2020, 12, ⟨10.3389/fnagi.2020.00147⟩
Article dans une revue hal-03017961v1

Riemann-Based Algorithms Assessment for Single- and Multiple-Trial P300 Classification in Non-Optimal Environments

Juan Delgado , David Achanccaray , Elizabeth Villota , Sylvain Chevallier
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020, 28 (12), pp.2754-2761. ⟨10.1109/TNSRE.2020.3043418⟩
Article dans une revue hal-03174333v1
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Biokinematic Control Strategy for Rehabilitation Exoskeleton Based on User Intention

Jinan Charafeddine , Sylvain Chevallier , Samer Alfayad , Mohamad Khalil , Didier Pradon
International Journal of Modeling and Optimization, 2019, 9 (6), pp.322-328. ⟨10.7763/IJMO.2019.V9.730⟩
Article dans une revue hal-02421115v1
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SenseJoy, a pluggable solution for assessing user behavior during powered wheelchair driving tasks

Olivier Rabreau , Sylvain Chevallier , Luc Chassagne , Eric Monacelli
Journal of NeuroEngineering and Rehabilitation, 2019, 16, pp.134. ⟨10.1186/s12984-019-0613-x⟩
Article dans une revue hal-02399466v1
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Toward Bio-Kinematic for Secure Use of Rehabilitation Exoskeleton

J. Charafeddine , D. Pradon , S. Alfayad , Sylvain Chevallier , M. Khalil
Computer Methods in Biomechanics and Biomedical Engineering, 2019, 22 (sup1), pp.S424-S426. ⟨10.1080/10255842.2020.1714968⟩
Article dans une revue hal-03017979v1

Supra-threshold Inspiratory Loads Elicit Respiratory Related Evoked Potentials in Healthy Subjects

Eric Azabou , Guillaume Bao , Sylvain Chevallier , Fabienne Marlats , Bernard Bussel
Neurophysiologie Clinique = Clinical Neurophysiology, 2018, 48 (4), pp.221. ⟨10.1016/j.neucli.2018.06.006⟩
Article dans une revue hal-02153493v1
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Subject-specific time-frequency selection for multi-class motor imagery-based BCIs using few Laplacian EEG channels

Yuan Yang , Sylvain Chevallier , Joe Wiart , Isabelle Bloch
Biomedical 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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Online SSVEP-based BCI using Riemannian geometry

Emmanuel Kalunga , Sylvain Chevallier , Quentin Barthélemy , Karim Djouani , Eric Monacelli
Neurocomputing, 2016, 191, pp.55-68. ⟨10.1016/j.neucom.2016.01.007⟩
Article dans une revue hal-01351623v1
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Subject-Specific Channel Selection Using Time Information for Motor Imagery Brain–Computer Interfaces

Yuan Yang , Isabelle Bloch , Sylvain Chevallier , Joe Wiart
Cognitive 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 channels

Yuan Yang , Sylvain Chevallier , Joe Wiart , Isabelle Bloch
EURASIP 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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Influence of extracellular oscillations on neural communication: a computational perspective

Zoran Tiganj , Sylvain Chevallier , Eric Monacelli
Frontiers in Computational Neuroscience, 2014, 8 (9), ⟨10.3389/fncom.2014.00009⟩
Article dans une revue hal-01214044v1
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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
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Synthetic Sleep EEG Signal Generation using Latent Diffusion Models

Bruno Aristimunha , Raphael Yokoingawa de Camargo , Sylvain Chevallier , Adam G. Thomas , Oeslle Lucena
DGM4H 2023 - 1st Workshop on Deep Generative Models for Health at NeurIPS 2023, Dec 2023, New orleans, United States
Communication dans un congrès hal-04350867v1
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Novel SPD matrix representations considering cross-frequency coupling for EEG classification using Riemannian geometry

Maria Sayu Yamamoto , Apolline Mellot , Sylvain Chevallier , Fabien Lotte
EUSIPCO 2023 - The 31st European Signal Processing Conference, Sep 2023, Helsinki, Finland
Communication dans un congrès hal-04131609v1
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On Path Planning and Optimization Strategies: Toward Embedded Road Applications

Taha Houda , Jinan Charafeddine , Hani Hamdan , Sylvain Chevallier
IEEE International Conference on Smart Systems and Power Management 2022, Nov 2022, Beirut, Lebanon. pp.197-202, ⟨10.1109/IC2SPM56638.2022.9988830⟩
Communication dans un congrès hal-03967576v1
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Class-distinctiveness-based frequency band selection on the Riemannian manifold for oscillatory activity-based BCIs: preliminary results

Maria Sayu Yamamoto , Fabien Lotte , Florian Yger , Sylvain Chevallier
EMBC 2022- 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, Jul 2022, Glasgow, United Kingdom. ⟨10.1109/EMBC48229.2022.9871820⟩
Communication dans un congrès hal-03641137v2
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Purposeful Proposal for CP-afflicted Upper Limbs Exoskeletons

Jinan Charafeddine , Ibrahim Maassarani , Sylvain Chevallier , Samer Alfayad
Sixth International Conference on Advances in Biomedical Engineering (ICABME), Oct 2021, Beyrouth, Lebanon. ⟨10.1109/ICABME53305.2021.9604854⟩
Communication dans un congrès hal-03445199v1
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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
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Subspace oddity - optimization on product of Stiefel manifolds for EEG data

Maria Sayu Yamamoto , Florian Yger , Sylvain Chevallier
ICASSP, Jun 2021, Toronto, Canada
Communication dans un congrès hal-03202357v2
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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
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Minimizing Subject-dependent Calibration for BCI with Riemannian Transfer Learning

Salim Khazem , Sylvain Chevallier , Quentin Barthélemy , Karim Haroun , Camille Noûs
NER (Neural engineering), May 2021, Rome (virtual), Italy. pp.523-526, ⟨10.1109/NER49283.2021.9441279⟩
Communication dans un congrès hal-03202360v1
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Semi-supervised optimal transport methods for detecting anomalies

Amina Alaoui-Belghiti , Sylvain Chevallier , Eric Monacelli , Guillaume Bao , Eric Azabou
IEEE 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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Geodesically-convex optimization for averaging partially observed covariance matrices

Florian Yger , Sylvain Chevallier , Quentin Barthélemy , Suvrit Sra
Asian Conference on Machine Learning (ACML), Nov 2020, Bangkok, Thailand. pp.417 - 432
Communication dans un congrès hal-02984423v1
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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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Neuromotor Strategy of Gait Rehabilitation for Lower-Limb Spasticity

Jinan Charafeddine , Sylvain Chevallier , Mohamad Khalil , Didier Pradon , Samer Alfayad
International Conference on Advances in Biomedical Engineering (ICABME), Oct 2019, Tripoli, Lebanon. ⟨10.1109/ICABME47164.2019.8940263⟩
Communication dans un congrès hal-02541681v1
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Unsupervised anomaly detection using optimal transport for predictive maintenance

Amina Alaoui-Belghiti , Sylvain Chevallier , Eric Monacelli
International 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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Transfer Learning for SSVEP-based BCI using Riemannian similarities between users

Emmanuel Kalunga , Sylvain Chevallier , Quentin Barthélemy
26th European Signal Processing Conference (EUSIPCO 2018), Sep 2018, Rome, Italy. pp.1685-1689, ⟨10.23919/EUSIPCO.2018.8553441⟩
Communication dans un congrès hal-01911092v1
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Brain-Machine Interface for Mechanical Ventilation Using Respiratory-Related Evoked Potential

Sylvain Chevallier , Guillaume Bao , Mayssa Hammami , Fabienne Marlats , Louis Mayaud
27th International Conference on Artificial Neural Networks( ICANN 2018), Oct 2018, Rhodes, Greece. ⟨10.1007/978-3-030-01424-7_65⟩
Communication dans un congrès hal-01911136v1
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Inductive means and sequences applied to online classification of EEG

Estelle M Massart , Sylvain Chevallier
3rd International Conference on Geometric Science of Information (GSI), Nov 2017, Paris, France. ⟨10.1007/978-3-319-68445-1_88⟩
Communication dans un congrès hal-01711499v1
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Embedded-BCI: assessment of parallelizing computations on an embedded system

Amin Zammouri , Abdelaziz Ait Moussa , Sylvain Chevallier
IEEE Last Mile Smart Mobility, Nov 2016, Vélizy, France
Communication dans un congrès hal-02541485v1
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Smart Interfaces for New Building Design Process

Hugo Martin , Sylvain Chevallier , Eric Monacelli
IEEE Last Mile Smart Mobility, Nov 2016, Vélizy, France
Communication dans un congrès hal-02541482v1
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Data augmentation in Riemannian space for Brain-Computer Interfaces

Emmanuel Kalunga , Sylvain Chevallier , Quentin Barthélemy
STAMLINS, Jun 2015, Lille, France
Communication dans un congrès hal-01351990v1
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Adaptive visualization system for construction building information using saliency

Hugo Martin , Sylvain Chevallier , Eric Monacelli
15th 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 Classification

Emmanuel Kalunga , Sylvain Chevallier , Quentin Barthélemy , Karim Djouani , Yskandar Hamam
Geometric 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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Intelligent artifacts removal in a non-invasive single channel EEG recording

Amin Zammouri , Abdelaziz Ait Moussa , Sylvain Chevallier , Eric Monacelli
Intelligent Systems and Computer Vision (ISCV), Mar 2015, Fez, Morocco, France. ⟨10.1109/ISACV.2015.7106164⟩
Communication dans un congrès hal-02541579v1
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Hybrid interface: Integrating BCI in multimodal human-machine interfaces

Emmanuel Kalunga , Sylvain Chevallier , Olivier Rabreau , Eric Monacelli
IEEE/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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Subspace metrics for multivariate dictionaries and application to EEG

Sylvain Chevallier , Quentin Barthélemy , Jamal Atif
IEEE International Conference on Acoustics, Speech and Signal Processing, May 2014, Florence, Italy. ⟨10.1109/ICASSP.2014.6854993⟩
Communication dans un congrès hal-01352047v1
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On the need for metrics in dictionary learning assessment

Sylvain Chevallier , Quentin Barthélemy , Jamal Atif
22nd European Signal Processing Conference (EUSIPCO) , Sep 2014, Lisbon, Portugal
Communication dans un congrès hal-01352054v1
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SSVEP enhancement based on Canonical Correlation Analysis to improve BCI performances

Emmanuel Kalunga , Karim Djouani , Yskandar Hamam , Sylvain Chevallier , Eric Monacelli
AFRICON 2013, Sep 2013, Pointe-Aux-Piments, Mauritius. ⟨10.1109/AFRCON.2013.6757776⟩
Communication dans un congrès hal-01352059v1
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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
Communication dans un congrès hal-00737242v1

A self-paced hybrid BCI based on EEG and EOG

Yuan Yang , Sylvain Chevallier , J. Wiart , Isabelle Bloch
3rd 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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Fast calibration of hand movement-based interface for arm exoskeleton control

Hugo Martin , Sylvain Chevallier , Eric Monacelli
European Symposium on Artificial Neural Networks (ESANN), Apr 2012, Bruges, Belgium. pp.573-578
Communication dans un congrès hal-00757886v1
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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
Communication dans un congrès hal-00737280v1
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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
Communication dans un congrès hal-00686104v1
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Online frequency band estimation and change-point detection

Zoran Tiganj , Mamadou Mboup , Sylvain Chevallier , Emmanuel Kalunga
1st International Conference Systems and Computer Science, Aug 2012, Lille, France
Communication dans un congrès hal-00756089v1
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An Introduction to Deep Learning

Ludovic Arnold , Sébastien Rebecchi , Sylvain Chevallier , Hélène Paugam-Moisy
European Symposium on Artificial Neural Networks (ESANN), Apr 2011, Bruges, Belgium
Communication dans un congrès hal-01352061v1
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Emergence of Temporal and Spatial Synchronous Behaviors in a Foraging Swarm

Sylvain Chevallier , Nicolas Bredeche , Hélène Paugam-Moisy , Michèle Sebag
European Conference on Artificial Life, Aug 2011, Paris, France
Communication dans un congrès inria-00601780v1
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SpikeAnts: un réseau de neurones impulsionnels pour modéliser l'organisation émergente dans un système complexe

Sylvain Chevallier , Helene Paugam-Moisy , Michèle Sebag
NeuroComp 3e conférence française de Neurosciences Computationnelles, Apr 2010, Lyon, France
Communication dans un congrès hal-02541733v1
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SpikeAnts, a spiking neuron network modelling the emergence of organization in a complex system

Sylvain Chevallier , Hélène Paugam-Moisy , Michèle Sebag
NIPS'2010, Dec 2010, Vancouver, Canada. pp.379--387
Communication dans un congrès inria-00545669v1
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Efficient neural models for visual attention

Sylvain Chevallier , Nicolas Cuperlier , Philippe Gaussier
Computer Vision and Graphics, Sep 2010, Varsovie, Poland. pp.257-264, ⟨10.1007/978-3-642-15910-7⟩
Communication dans un congrès hal-00529523v1
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SpikeAnts : un réseau de neurones impulsionnels pour modéliser l'émergence de l'organisation

Sylvain Chevallier , Helene Paugam-Moisy , Michèle Sebag
Cinquième conférence française de Neurosciences Computationnelles, Oct 2010, Lyon, France. pp.114-119
Communication dans un congrès inria-00529514v1
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Difference of Gaussians type neural image filtering with spiking neurons

Sylvain Chevallier , Sonia Dahdouh
International Conference on Neural Computation, Oct 2009, Madère, Portugal. pp.467-472
Communication dans un congrès hal-00472842v1
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Visual focus with spiking neurons

Sylvain Chevallier , Philippe Tarroux
European Symposium on Artificial Neural Networks, Apr 2008, Bruges, Belgium. pp.385-389
Communication dans un congrès hal-00472642v1
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Implémentation d'un mécanisme de "covert attention" avec un réseau de neurones impulsionnels

Sylvain Chevallier , Philippe Tarroux
Deuxième conférence française de Neurosciences Computationnelles, "Neurocomp08", Oct 2008, Marseille, France
Communication dans un congrès hal-00331563v1
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Covert Attention with a Spiking Neural Network

Sylvain Chevallier , Philippe Tarroux
International Conference on Computer Vision Systems, May 2008, Santorini, Greece. pp.56-65, ⟨10.1007/978-3-540-79547-6_6⟩
Communication dans un congrès hal-00472646v1
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Saliency extraction with a distributed spiking neural network

Sylvain Chevallier , Philippe Tarroux , Hélène Paugam-Moisy
European Symposium on Artificial Neural Networks, Apr 2006, Bruges, Belgium. pp.209-214
Communication dans un congrès hal-00023820v2
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Extraction de saillances par un réseau de neurones impulsionnels

Sylvain Chevallier , Philippe Tarroux
NeuroComp, Oct 2006, Pont-à-Mousson, France. pp.154-157
Communication dans un congrès hal-00529479v1
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Distributed processing for modelling real-time multimodal perception in a virtual robot

Sylvain Chevallier , Hélène Paugam-Moisy , François Lemaître
PDCN'2005, Feb 2005, Innsbruck, Austria. pp.393-398
Communication dans un congrès hal-00529527v1
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Modélisation de processus attentionnels dans la perception multimodale d'un robot virtuel

Sylvain Chevallier , Helene Paugam-Moisy
Actes du VIème Colloque Jeunes Chercheurs en Sciences Cognitives, Apr 2005, Bordeaux, France
Communication dans un congrès hal-02541270v1
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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
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Effectiveness of cross-frequency phase-amplitude covariance as additional features for Riemannian BCIs

Maria Sayu Yamamoto , Sylvain Chevallier , Fabien Lotte
BCI 2023 - 10th International BCI Meeting Balancing Innovation and Translation, Jun 2023, Brussels, Belgium. ⟨10.3217/978-3-85125-962-9-179⟩
Poster de conférence hal-04181391v1
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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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Generating stimulus anticipation from stimulus and prediction history

Isabelle Hoxha , Clark Bäker , Sylvain Chevallier , Stefan Glasauer , Michel Ange Amorim
BC 2022 - Bernstein Conference, Sep 2022, Berlin, Germany. ⟨10.12751/nncn.bc2022.049⟩
Poster de conférence hal-03786876v1
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User-specific frequency band and time segment selection with high class distinctiveness for Riemannian BCIs

Maria Sayu Yamamoto , Fabien Lotte , Florian Yger , Sylvain Chevallier
CORTICO 2022 : Invasive and non invasive Brain-Computer Interfaces – A handshake over the cliff, Mar 2022, Autrans, France
Poster de conférence hal-03931339v1
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Decodable anticipation from prestimulus activity

Isabelle Hoxha , Sylvain Chevallier , Arnaud Delorme , Arnaud Boutin , Michel Ange Amorim
3rd Neuroergonomics Conference, Sep 2021, Munich (online), Germany
Poster de conférence hal-03446751v1
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Riemannian classification for SSVEP based BCI: offline versus online implementations

Sylvain Chevallier , Emmanuel Kalunga , Quentin Barthélemy , Florian Yger
Brain–Computer Interfaces Handbook: Technological and Theoretical Advances, 2018
Chapitre d'ouvrage hal-01710089v1
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Artificial Neurogenesis: An Introduction and Selective Review

Taras Kowaliw , Nicolas Bredeche , Sylvain Chevallier , René Doursat
Springer; Taras Kowaliw, Nicolas Bredeche, René Doursat. Growing Adaptive Machines, 557, pp.1-60, 2014, Studies in Computational Intelligence, 978-3-642-55336-3. ⟨10.1007/978-3-642-55337-0_1⟩
Chapitre d'ouvrage hal-01351738v1
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Implémentation d'un système préattentionnel avec des neurones impulsionnels

Sylvain Chevallier
Modélisation et simulation. Université Paris Sud - Paris XI, 2009. Français. ⟨NNT : ⟩
Thèse tel-00472849v1
Image document

Des signaux cérébraux aux activités cognitives, approches géométriques et apprentissage statistique

Sylvain Chevallier
Traitement du signal et de l'image [eess.SP]. Université de Versailles Saint Quentin en Yvelines; Université Paris-Saclay, 2019
HDR tel-02542067v1