S. Chevallier

Most-cited papers

Online SSVEP-based BCI using Riemannian geometry
Emmanuel K. Kalunga, S. Chevallier, Quentin Barthélemy, Karim D Djouani +2 more
2015Neurocomputing102 citations Open access
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Review of Riemannian Distances and Divergences, Applied to SSVEP-based BCI
S. Chevallier, Emmanuel K. Kalunga, Quentin Barthélemy, É. Monacelli
2020Neuroinformatics66 citations Open access
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Subject-specific time-frequency selection for multi-class motor imagery-based BCIs using few Laplacian EEG channels
Yuan Yang, S. Chevallier, J. Wiart, I. Bloch
2017Biomedical Signal Processing and Control65 citations Open access
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SMR/Theta Neurofeedback Training Improves Cognitive Performance and EEG Activity in Elderly With Mild Cognitive Impairment: A Pilot Study
F. Marlats, Guillaume Bao, S. Chevallier, M. Boubaya +5 more
2020Frontiers in Aging Neuroscience48 citations Open access
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2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets
Xia Wei, A. Faisal, M. Grosse-Wentrup, Alexandre Gramfort +17 more
2022Neural Information Processing Systems40 citations
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Subject-Specific Channel Selection Using Time Information for Motor Imagery Brain–Computer Interfaces
Yuan Yang, I. Bloch, S. Chevallier, J. Wiart
2016Cognitive Computation40 citations Open access
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SSVEP enhancement based on Canonical Correlation Analysis to improve BCI performances
Emmanuel K. Kalunga, Karim D Djouani, Y. Hamam, S. Chevallier +1 more
2013IEEE Region 8 Conference AFRICON35 citations Open access
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Functional Connectivity Ensemble Method to Enhance BCI Performance (FUCONE)
Marie-Constance Corsi, S. Chevallier, F. de Vico Fallani, Florian Yger
2021IEEE Transactions on Biomedical Engineering33 citations Open access
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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, S. Chevallier, J. Wiart, I. Bloch
2014EURASIP Journal on Advances in Signal Processing33 citations Open access
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An Introduction to Deep Learning
Ludovic Arnold, S. Rebecchi, S. Chevallier, H. Paugam-Moisy
2011The European Symposium on Artificial Neural Networks32 citations
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From Euclidean to Riemannian Means: Information Geometry for SSVEP Classification
Emmanuel K. Kalunga, S. Chevallier, Quentin Barthélemy, Karim D Djouani +2 more
2015International Conference on Geometric Science of Information26 citations Open access
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Automatic selection of the number of spatial filters for motor-imagery BCI
Yuan Yang, S. Chevallier, J. Wiart, I. Bloch
2012The European Symposium on Artificial Neural Networks21 citations
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Riemannian Classification for SSVEP-Based BCI : Offline versus Online Implementations
S. Chevallier, Emmanuel K. Kalunga, Quentin Barthélemy, Florian Yger
201820 citations
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Data augmentation in Riemannian space for Brain-Computer Interfaces
Emmanuel K. Kalunga, S. Chevallier, Quentin Barthélemy
201519 citations
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Transfer Learning for SSVEP-based BCI Using Riemannian Similarities Between Users
Emmanuel K. Kalunga, S. Chevallier, Quentin Barthélemy
2018European Signal Processing Conference18 citations Open access
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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
E. Azabou, Guillaume Bao, N. Heming, Rania Bounab +8 more
2020Frontiers in Medicine17 citations Open access
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Time-frequency selection in two bipolar channels for improving the classification of motor imagery EEG
Yuan Yang, S. Chevallier, J. Wiart, I. Bloch
2012Annual International Conference of the IEEE Engineering in Medicine and Biology Society17 citations
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Growing Tiny Networks: Spotting Expressivity Bottlenecks and Fixing Them Optimally
Manon Verbockhaven, Théo Rudkiewicz, S. Chevallier, G. Charpiat
2024Trans. Mach. Learn. Res.15 citations
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Noninvasive Vagus Nerve Stimulation: A New Therapeutic Approach for Pharmacoresistant Restless Legs Syndrome.
Sarah Hartley, Guillaume Bao, M. Zagdoun, S. Chevallier +3 more
2022Neuromodulation (Malden, Mass.)15 citations Open access
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Hybrid interface: Integrating BCI in multimodal human-machine interfaces
Emmanuel K. Kalunga, S. Chevallier, Olivier Rabreau, É. Monacelli
2014IEEE ASME International Conference on Advanced Intelligent Mechatronics15 citations Open access
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Artificial Neurogenesis: An Introduction and Selective Review
Taras Kowaliw, Nicolas Bredèche, S. Chevallier, R. Doursat
2014Growing Adaptive Machines15 citations Open access
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Minimizing Subject-dependent Calibration for BCI with Riemannian Transfer Learning
Salim Khazem, S. Chevallier, Quentin Barthélemy, Karim Haroun +1 more
2021International IEEE/EMBS Conference on Neural Engineering14 citations Open access
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Riemann-Based Algorithms Assessment for Single- and Multiple-Trial P300 Classification in Non-Optimal Environments
Juan M. Chau Delgado, D. Achanccaray, E. Villota, S. Chevallier
2020IEEE transactions on neural systems and rehabilitation engineering14 citations
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Use of cognitive load measurements to design a new architecture of intelligent learning systems
A. Zammouri, A. A. Moussa, S. Chevallier
2023Expert systems with applications13 citations Open access
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Saliency extraction with a distributed spiking neural network
S. Chevallier, P. Tarroux, H. Paugam-Moisy
2006The European Symposium on Artificial Neural Networks13 citations
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Measuring neuronal avalanches to inform brain-computer interfaces
Marie-Constance Corsi, P. Sorrentino, D. Schwartz, N. George +8 more
2023bioRxiv12 citations Open access
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Evaluating the structure of cognitive tasks with transfer learning
B. Aristimunha, Raphael Y. de Camargo, W. H. L. Pinaya, S. Chevallier +2 more
2023arXiv.org11 citations Open access
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Distributed Processing for Modelling Real-Time Multimodal Perception in a Virtual Robot
S. Chevallier, H. Paugam-Moisy, F. Lemaître
2005Parallel and Distributed Computing and Networks11 citations
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Covert Attention with a Spiking Neural Network
S. Chevallier, P. Tarroux
2008International Conference on Virtual Storytelling10 citations Open access
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Visual focus with spiking neurons
S. Chevallier, P. Tarroux
2008The European Symposium on Artificial Neural Networks9 citations
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Riemannian Geometry on Connectivity for Clinical BCI
Marie-Constance Corsi, Florian Yger, S. Chevallier, C. Noûs
2021IEEE International Conference on Acoustics, Speech, and Signal Processing8 citations
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Using Riemannian geometry for SSVEP-based Brain Computer Interface
Emmanuel K. Kalunga, S. Chevallier, Quentin Barthélemy
20158 citations
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Accounting for endogenous effects in decision-making with a non-linear diffusion decision model
I. Hoxha, S. Chevallier, Matteo Ciarchi, S. Glasauer +2 more
2023bioRxiv7 citations Open access
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End-to-end P300 BCI using Bayesian accumulation of Riemannian probabilities
Q. Barth'elemy, S. Chevallier, Raphaëlle Bertrand-Lalo, Pierre Clisson
2022arXiv.org7 citations Open access
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Influence of extracellular oscillations on neural communication: a computational perspective
Zoran Tiganj, S. Chevallier, É. Monacelli
2014Frontiers in Computational Neuroscience7 citations Open access
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Fast calibration of hand movements-based interface for arm exoskeleton control
Hugo Martin, S. Chevallier, É. Monacelli
2012The European Symposium on Artificial Neural Networks7 citations
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Subspace Oddity - Optimization on Product of Stiefel Manifolds for EEG Data
Maria Sayu Yamamoto, Florian Yger, S. Chevallier
2021IEEE International Conference on Acoustics, Speech, and Signal Processing6 citations
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SenseJoy, a pluggable solution for assessing user behavior during powered wheelchair driving tasks
Olivier Rabreau, S. Chevallier, L. Chassagne, É. Monacelli
2019Journal of NeuroEngineering and Rehabilitation6 citations Open access
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Inductive Means and Sequences Applied to Online Classification of EEG
E. Massart, S. Chevallier
2017International Conference on Geometric Science of Information6 citations Open access
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Riemannian geometry for combining functional connectivity metrics and covariance in BCI
S. Chevallier, Marie-Constance Corsi, Florian Yger, F. de Vico Fallani
2022Softw. Impacts5 citations Open access
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Randomized Cross Over Study Assessing the Efficacy of Non-invasive Stimulation of the Vagus Nerve in Patients With Axial Spondyloarthritis Resistant to Biotherapies: The ESNV-SPA Study Protocol
E. Azabou, Guillaume Bao, F. Costantino, M. Jacota +7 more
2021Frontiers in Human Neuroscience5 citations Open access
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Unsupervised Anomaly Detection Using Optimal Transport for Predictive Maintenance
Amina Alaoui-Belghiti, S. Chevallier, É. Monacelli
2019International Conference on Artificial Neural Networks5 citations Open access
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Brain-Machine Interface for Mechanical Ventilation Using Respiratory-Related Evoked Potential
S. Chevallier, Guillaume Bao, Mayssa Hammami, F. Marlats +4 more
2018International Conference on Artificial Neural Networks5 citations
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On the need for metrics in dictionary learning assessment
S. Chevallier, Quentin Barthélemy, J. Atif
2014European Signal Processing Conference5 citations
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pyRiemann-qiskit: A Sandbox for Quantum Classification Experiments with Riemannian Geometry
Anton Andreev, G. Cattan, S. Chevallier, Quentin Barthélemy
2023Research Ideas and Outcomes4 citations Open access
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Ensemble learning based on functional connectivity and Riemannian geometry for robust workload estimation
Marie-Constance Corsi, S. Chevallier, Quentin Barthélemy, Isabelle +2 more
20234 citations
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Class-distinctiveness-based frequency band selection on the Riemannian manifold for oscillatory activity-based BCIs: preliminary results
M. Yamamoto, F. Lotte, Florian Yger, S. Chevallier
2022Annual International Conference of the IEEE Engineering in Medicine and Biology Society4 citations Open access
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Neuromotor Strategy of Gait Rehabilitation for Lower-Limb Spasticity
J. Charafeddine, D. Pradon, S. Chevallier, S. Alfayad +1 more
20192019 Fifth International Conference on Advances in Biomedical Engineering (ICABME)4 citations
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A Self-paced Hybrid BCI based on EEG and EOG
Yuan Yang, S. Chevallier, J. Wiart, I. Bloch
20124 citations
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Efficient Neural Models for Visual Attention
S. Chevallier, N. Cuperlier, P. Gaussier
2010International Conference on Computer Vision and Graphics4 citations
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