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Sylvain Chevallier
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2020 – today
- 2024
- [j9]Amin Zammouri
, Abdelaziz Aït Moussa, Sylvain Chevallier
Use of cognitive load measurements to design a new architecture of intelligent learning systems. Expert Syst. Appl. 237(Part A): 121253 (2024) - [c32]Thibault de Surrel, Florian Yger, Sylvain Chevallier, Fabien Lotte:
Averaging Trajectories on the Manifold of Symmetric Positive Definite Matrices. EUSIPCO 2024: 1182-1186 - [c31]Apolline Mellot, Antoine Collas, Sylvain Chevallier, Denis A. Engemann, Alexandre Gramfort:
Physics-Informed and Unsupervised Riemannian Domain Adaptation for Machine Learning on Heterogeneous EEG Datasets. EUSIPCO 2024: 1367-1371 - [c30]Gustavo H. Rodrigues, Bruno Aristimunha, Sylvain Chevallier, Raphael Y. de Camargo:
Combining Euclidean Alignment and Data Augmentation for BCI decoding. EUSIPCO 2024: 1382-1387 - [i15]Bruna Junqueira, Bruno Aristimunha, Sylvain Chevallier, Raphael Y. de Camargo:
A Systematic Evaluation of Euclidean Alignment with Deep Learning for EEG Decoding. CoRR abs/2401.10746 (2024) - [i14]Igor Carrara, Bruno Aristimunha
Geometric Neural Network based on Phase Space for BCI decoding. CoRR abs/2403.05645 (2024) - [i13]Apolline Mellot, Antoine Collas, Sylvain Chevallier, Denis A. Engemann, Alexandre Gramfort:
Physics-informed and Unsupervised Riemannian Domain Adaptation for Machine Learning on Heterogeneous EEG Datasets. CoRR abs/2403.15415 (2024) - [i12]Sylvain Chevallier, Igor Carrara, Bruno Aristimunha, Pierre Guetschel, Sara Sedlar, Bruna Lopes, Sebastien Velut, Salim Khazem, Thomas Moreau:
The largest EEG-based BCI reproducibility study for open science: the MOABB benchmark. CoRR abs/2404.15319 (2024) - [i11]Manon Verbockhaven, Sylvain Chevallier, Guillaume Charpiat:
Growing Tiny Networks: Spotting Expressivity Bottlenecks and Fixing Them Optimally. CoRR abs/2405.19816 (2024) - [i10]Apolline Mellot, Antoine Collas, Sylvain Chevallier, Alexandre Gramfort, Denis A. Engemann:
Geodesic Optimization for Predictive Shift Adaptation on EEG data. CoRR abs/2407.03878 (2024) - 2023
- [c29]Maria Sayu Yamamoto, Apolline Mellot, Sylvain Chevallier, Fabien Lotte:
Novel SPD Matrix Representations Considering Cross-Frequency Coupling for EEG Classification Using Riemannian Geometry. EUSIPCO 2023: 960-964 - [i9]Bruno Aristimunha, Raphael Y. de Camargo, Walter Hugo Lopez Pinaya, Sylvain Chevallier, Alexandre Gramfort, Cédric Rommel:
Evaluating the structure of cognitive tasks with transfer learning. CoRR abs/2308.02408 (2023) - 2022
- [j8]Sylvain Chevallier, Marie-Constance Corsi
Riemannian geometry for combining functional connectivity metrics and covariance in BCI. Softw. Impacts 12: 100254 (2022) - [j7]Marie-Constance Corsi
Functional Connectivity Ensemble Method to Enhance BCI Performance (FUCONE). IEEE Trans. Biomed. Eng. 69(9): 2826-2838 (2022) - [c28]Maria Sayu Yamamoto, Fabien Lotte, Florian Yger, Sylvain Chevallier:
Class-distinctiveness-based frequency band selection on the Riemannian manifold for oscillatory activity-based BCIs: preliminary results. EMBC 2022: 3690-3693 - [d1]Alexandre Barachant, Quentin Barthélemy, Jean-Rémi King, Alexandre Gramfort
pyRiemann/pyRiemann: v0.3. Zenodo, 2022 - [i8]Xiaoxi Wei, A. Aldo Faisal, Moritz Grosse-Wentrup, Alexandre Gramfort, Sylvain Chevallier, Vinay Jayaram, Camille Jeunet, Stylianos Bakas, Siegfried Ludwig, Konstantinos Barmpas, Mehdi Bahri, Yannis Panagakis, Nikolaos A. Laskaris, Dimitrios A. Adamos, Stefanos Zafeiriou, William C. Duong, Stephen M. Gordon, Vernon J. Lawhern, Maciej Sliwowski, Vincent Rouanne, Piotr Tempczyk:
2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets. CoRR abs/2202.12950 (2022) - [i7]Quentin Barthélemy, Sylvain Chevallier, Raphaëlle Bertrand-Lalo, Pierre Clisson:
End-to-end P300 BCI using Bayesian accumulation of Riemannian probabilities. CoRR abs/2203.07807 (2022) - 2021
- [j6]Sylvain Chevallier
Review of Riemannian Distances and Divergences, Applied to SSVEP-based BCI. Neuroinformatics 19(1): 93-106 (2021) - [c27]Marie-Constance Corsi
Riemannian Geometry on Connectivity for Clinical BCI. ICASSP 2021: 980-984 - [c26]Maria Sayu Yamamoto, Florian Yger, Sylvain Chevallier:
Subspace Oddity - Optimization on Product of Stiefel Manifolds for EEG Data. ICASSP 2021: 1080-1084 - [c25]Salim Khazem
Minimizing Subject-dependent Calibration for BCI with Riemannian Transfer Learning. NER 2021: 523-526 - [c24]Xiaoxi Wei
2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets. NeurIPS (Competition and Demos) 2021: 205-219 - [i6]Marie-Constance Corsi
Clinical BCI Challenge-WCCI2020: RIGOLETTO - RIemannian GeOmetry LEarning, applicaTion To cOnnectivity. CoRR abs/2102.06015 (2021) - [i5]Marie-Constance Corsi
Functional connectivity ensemble method to enhance BCI performance (FUCONE). CoRR abs/2111.03122 (2021) - [i4]Salim Khazem, Sylvain Chevallier, Quentin Barthélemy, Karim Haroun, Camille Noûs:
Minimizing subject-dependent calibration for BCI with Riemannian transfer learning. CoRR abs/2111.12071 (2021) - 2020
- [c23]Florian Yger, Sylvain Chevallier, Quentin Barthélemy, Suvrit Sra:
Geodesically-convex optimization for averaging partially observed covariance matrices. ACML 2020: 417-432 - [c22]Amina Alaoui-Belghiti
Semi-Supervised Optimal Transport Methods for Detecting Anomalies. ICASSP 2020: 2997-3001
2010 – 2019
- 2019
- [b2]Sylvain Chevallier:
Des signaux cérébraux aux activités cognitives, approches géométriques et apprentissage statistique. Versailles Saint-Quentin-en-Yvelines University, France, 2019 - [c21]Amina Alaoui-Belghiti
Unsupervised Anomaly Detection Using Optimal Transport for Predictive Maintenance. ICANN (4) 2019: 686-697 - 2018
- [c20]Emmanuel K. Kalunga, Sylvain Chevallier
Transfer Learning for SSVEP-based BCI Using Riemannian Similarities Between Users. EUSIPCO 2018: 1685-1689 - [c19]Sylvain Chevallier
Brain-Machine Interface for Mechanical Ventilation Using Respiratory-Related Evoked Potential. ICANN (3) 2018: 662-671 - 2017
- [j5]Yuan Yang
Subject-specific time-frequency selection for multi-class motor imagery-based BCIs using few Laplacian EEG channels. Biomed. Signal Process. Control. 38: 302-311 (2017) - [c18]Estelle M. Massart
Inductive Means and Sequences Applied to Online Classification of EEG. GSI 2017: 763-770 - 2016
- [j4]Yuan Yang
Subject-Specific Channel Selection Using Time Information for Motor Imagery Brain-Computer Interfaces. Cogn. Comput. 8(3): 505-518 (2016) - [j3]Emmanuel K. Kalunga
Online SSVEP-based BCI using Riemannian geometry. Neurocomputing 191: 55-68 (2016) - [i3]Hugo Martin, Sylvain Chevallier, Éric Monacelli:
Adaptive Visualisation System for Construction Building Information Models Using Saliency. CoRR abs/1603.02028 (2016) - 2015
- [c17]Emmanuel K. Kalunga
From Euclidean to Riemannian Means: Information Geometry for SSVEP Classification. GSI 2015: 595-604 - [i2]Emmanuel K. Kalunga, Sylvain Chevallier, Karim Djouani, Éric Monacelli, Yskandar Hamam:
Online SSVEP-based BCI using Riemannian Geometry. CoRR abs/1501.03227 (2015) - 2014
- [j2]Yuan Yang
Time-frequency optimization for discrimination between imagination of right and left hand movements based on two bipolar electroencephalography channels. EURASIP J. Adv. Signal Process. 2014: 38 (2014) - [j1]Zoran Tiganj, Sylvain Chevallier
Influence of extracellular oscillations on neural communication: a computational perspective. Frontiers Comput. Neurosci. 8: 9 (2014) - [c16]Emmanuel K. Kalunga
Hybrid interface: Integrating BCI in multimodal human-machine interfaces. AIM 2014: 530-535 - [c15]Sylvain Chevallier, Quentin Barthélemy, Jamal Atif:
On the need for metrics in dictionary learning assessment. EUSIPCO 2014: 1427-1431 - [c14]Sylvain Chevallier
Subspace metrics for multivariate dictionaries and application to EEG. ICASSP 2014: 7178-7182 - [p1]Taras Kowaliw, Nicolas Bredèche, Sylvain Chevallier, René Doursat:
Artificial Neurogenesis: An Introduction and Selective Review. Growing Adaptive Machines 2014: 1-60 - 2013
- [c13]Emmanuel K. Kalunga
SSVEP enhancement based on Canonical Correlation Analysis to improve BCI performances. AFRICON 2013: 1-5 - [i1]Sylvain Chevallier, Quentin Barthélemy, Jamal Atif:
Metrics for Multivariate Dictionaries. CoRR abs/1302.4242 (2013) - 2012
- [c12]Yuan Yang
Time-frequency selection in two bipolar channels for improving the classification of motor imagery EEG. EMBC 2012: 2744-2747 - [c11]Hugo Martin, Sylvain Chevallier, Éric Monacelli:
Fast calibration of hand movements-based interface for arm exoskeleton control. ESANN 2012 - [c10]Yuan Yang, Sylvain Chevallier, Joe Wiart, Isabelle Bloch:
Automatic selection of the number of spatial filters for motor-imagery BCI. ESANN 2012 - 2011
- [c9]Sylvain Chevallier, Nicolas Bredèche, Hélène Paugam-Moisy, Michèle Sebag:
Emergence of temporal and spatial synchronous behaviors in a foraging swarm. ECAL 2011: 125-132 - [c8]Ludovic Arnold, Sébastien Rebecchi, Sylvain Chevallier, Hélène Paugam-Moisy:
An Introduction to Deep Learning. ESANN 2011 - 2010
- [c7]Sylvain Chevallier
Efficient Neural Models for Visual Attention. ICCVG (1) 2010: 257-264 - [c6]Sylvain Chevallier, Hélène Paugam-Moisy, Michèle Sebag:
SpikeAnts, a spiking neuron network modelling the emergence of organization in a complex system. NIPS 2010: 379-387
2000 – 2009
- 2009
- [b1]Sylvain Chevallier:
Implémentation d'un système préattentionnel avec des neurones impulsionnels. (Implementation of a preattentional system with spiking neurons). University of Paris-Sud, Orsay, France, 2009 - [c5]Sylvain Chevallier, Sonia Dahdouh:
Difference of Gaussians Type Neural Image Filtering with Spiking Neurons. IJCCI 2009: 467-472 - 2008
- [c4]Sylvain Chevallier, Philippe Tarroux:
Visual focus with spiking neurons. ESANN 2008: 385-389 - [c3]Sylvain Chevallier
Covert Attention with a Spiking Neural Network. ICVS 2008: 56-65 - 2006
- [c2]Sylvain Chevallier, Philippe Tarroux, Hélène Paugam-Moisy:
Saliency extraction with a distributed spiking neural network. ESANN 2006: 209-214 - 2005
- [c1]Sylvain Chevallier, Hélène Paugam-Moisy, François Lemaître:
Distributed Processing for Modelling Real-Time Multimodal Perception in a Virtual Robot. Parallel and Distributed Computing and Networks 2005: 393-398
Coauthor Index
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last updated on 2024-11-07 21:29 CET by the dblp team
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