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Growth strategies for arbitrary DAG neural architectures
Stella Douka
,
Manon Verbockhaven
,
Théo Rudkiewicz
,
Stéphane Rivaud
,
François P. Landes
et al.
ESANN 2025 - 33th European Symposium on Artificial Neural Networks, Apr 2025, Bruges, Belgium
Communication dans un congrès
hal-04902059
v2
|
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Averaging trajectories on the manifold of symmetric positive definite matrices
Thibault de Surrel
,
Sylvain Chevallier
,
Fabien Lotte
,
Florian Yger
Communication dans un congrès
hal-04708878
v1
|
|
Geodesic optimization for predictive shift adaptation on EEG data
Apolline Mellot
,
Antoine Collas
,
Sylvain Chevallier
,
Alexandre Gramfort
,
Denis Engemann
NeurIPS 2024 - 38th Annual Conference on Neural Information Processing Systems, Dec 2024, Vancouver, Canada
Communication dans un congrès
hal-04902523
v1
|
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Physics-informed and Unsupervised Riemannian Domain Adaptation for Machine Learning on Heterogeneous EEG Datasets
Apolline Mellot
,
Antoine Collas
,
Sylvain Chevallier
,
Denis Engemann
,
Alexandre Gramfort
Communication dans un congrès
hal-04716030
v1
|
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Combining Euclidean Alignment and Data Augmentation for BCI decoding
Gustavo H Rodrigues
,
Bruno Aristimunha
,
Sylvain Chevallier
,
Raphael Y de Camargo
EUSIPCO 2024 - 32nd European Signal Processing Conference, European Signal Processing Conference (EUSIPCO), Aug 2024, Lyon, France. ⟨10.48550/arXiv.2405.14994⟩
Communication dans un congrès
hal-04743791
v1
|
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Deep Riemannian Neural Architectures for Domain Adaptation in Burst cVEP-based Brain Computer Interface
Sébastien Velut
,
Sylvain Chevallier
,
Marie-Constance Corsi
,
Frédéric Dehais
ESANN 2024 - 32nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Oct 2024, Bruges, Belgium. pp.571-576, ⟨10.14428/esann/2024.ES2024-112⟩
Communication dans un congrès
hal-04720928
v1
|
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Stratified Riemannian geometry for frugal learning with brain signals
Sylvain Chevallier
,
Yann Thanwerdas
Geometric Science of Information, Franck Nielsen; Frédéric Barbaresco, Aug 2023, Saint-Malo, France
Communication dans un congrès
hal-04935637
v1
|
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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-04140126
v1
|
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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
Communication dans un congrès
hal-04131609
v1
|
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Empirical evaluation on multiple BCI datasets of the functional connectivity ensemble (FUCONE) method
Marie-Constance Corsi
,
Sylvain Chevallier
,
Fabrizio de Vico Fallani
,
Florian Yger
Communication dans un congrès
hal-04677809
v1
|
|
Synthetic Sleep EEG Signal Generation using Latent Diffusion Models
Bruno Aristimunha
,
Raphael Yokoingawa de Camargo
,
Sylvain Chevallier
,
Adam G. Thomas
,
Oeslle Lucena
et al.
DGM4H 2023 - 1st Workshop on Deep Generative Models for Health at NeurIPS 2023, Dec 2023, New orleans, United States
Communication dans un congrès
hal-04350867
v1
|
|
Early stopping strategies for P300 speller with Bayesian accumulation of Riemannian probabilities
Sylvain Chevallier
,
Quentin Barthélemy
,
Raphaëlle Bertrand-Lalo
,
Pierre Clisson
Communication dans un congrès
hal-04677800
v1
|
|
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-03641137
v2
|
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2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets
Xiaoxi Wei
,
A. Aldo Faisal
,
Moritz Grosse-Wentrup
,
Sylvain Chevallier
,
Vinay Jayaram
et al.
NeurIPS, Nov 2022, Nouvelle Orleans, United States
Communication dans un congrès
hal-04677636
v1
|
|
On Path Planning and Optimization Strategies: Toward Embedded Road Applications
Taha Houda
,
Jinan Charafeddine
,
Hani Hamdan
,
Sylvain Chevallier
Communication dans un congrès
hal-03967576
v1
|
|
Un traitement innovant pour le syndrome des jambes sans repos pharmaco-résistant : la stimulation non invasive du nerf vague
Sarah Hartley
,
Guillaume Bao
,
Marine Zagdoun
,
Sylvain Chevallier
,
Didier Lajoie
et al.
Communication dans un congrès
hal-04677589
v1
|
|
Riemannian Geometry on Connectivity for Clinical BCI
Camille Noûs
,
Marie-Constance Corsi
,
Sylvain Chevallier
,
Florian Yger
Communication dans un congrès
hal-03202349
v1
|
|
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-03359257
v1
|
|
Minimizing Subject-dependent Calibration for BCI with Riemannian Transfer Learning
Salim Khazem
,
Sylvain Chevallier
,
Quentin Barthélemy
,
Karim Haroun
,
Camille Noûs
Communication dans un congrès
hal-03202360
v1
|
|
Purposeful Proposal for CP-afflicted Upper Limbs Exoskeletons
Jinan Charafeddine
,
Ibrahim Maassarani
,
Sylvain Chevallier
,
Samer Alfayad
Communication dans un congrès
hal-03445199
v1
|
|
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-03202357
v2
|
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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-03015390
v1
|
|
Semi-supervised optimal transport methods for detecting anomalies
Amina Alaoui-Belghiti
,
Sylvain Chevallier
,
Eric Monacelli
,
Guillaume Bao
,
Eric Azabou
Communication dans un congrès
hal-02614100
v1
|
|
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-02984423
v1
|
|
Unsupervised anomaly detection using optimal transport for predictive maintenance
Amina Alaoui-Belghiti
,
Sylvain Chevallier
,
Eric Monacelli
Communication dans un congrès
hal-02541920
v1
|
|
Neuromotor Strategy of Gait Rehabilitation for Lower-Limb Spasticity
Jinan Charafeddine
,
Sylvain Chevallier
,
Mohamad Khalil
,
Didier Pradon
,
Samer Alfayad
Communication dans un congrès
hal-02541681
v1
|
|
Brain-Machine Interface for Mechanical Ventilation Using Respiratory-Related Evoked Potential
Sylvain Chevallier
,
Guillaume Bao
,
Mayssa Hammami
,
Fabienne Marlats
,
Louis Mayaud
et al.
Communication dans un congrès
hal-01911136
v1
|
|
Transfer Learning for SSVEP-based BCI using Riemannian similarities between users
Emmanuel Kalunga
,
Sylvain Chevallier
,
Quentin Barthélemy
Communication dans un congrès
hal-01911092
v1
|
|
Inductive means and sequences applied to online classification of EEG
Estelle M Massart
,
Sylvain Chevallier
Communication dans un congrès
hal-01711499
v1
|
|
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-02541485
v1
|
|
From Euclidean to Riemannian Means: Information Geometry for SSVEP Classification
Emmanuel Kalunga
,
Sylvain Chevallier
,
Quentin Barthélemy
,
Karim Djouani
,
Yskandar Hamam
et al.
Communication dans un congrès
hal-01351753
v1
|
|
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-02541482
v1
|
|
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-01351881
v1
|
|
Intelligent artifacts removal in a non-invasive single channel EEG recording
Amin Zammouri
,
Abdelaziz Ait Moussa
,
Sylvain Chevallier
,
Eric Monacelli
Communication dans un congrès
hal-02541579
v1
|
|
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-01351990
v1
|
|
Subspace metrics for multivariate dictionaries and application to EEG
Sylvain Chevallier
,
Quentin Barthélemy
,
Jamal Atif
Communication dans un congrès
hal-01352047
v1
|
|
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-01352054
v1
|
|
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-01352056
v1
|
|
SSVEP enhancement based on Canonical Correlation Analysis to improve BCI performances
Emmanuel Kalunga
,
Karim Djouani
,
Yskandar Hamam
,
Sylvain Chevallier
,
Eric Monacelli
Communication dans un congrès
hal-01352059
v1
|
|
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-00756089
v1
|
|
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-00686648
v1
|
|
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-00737242
v1
|
|
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-00757886
v1
|
|
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-00737280
v1
|
|
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-00686104
v1
|
|
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-00601780
v1
|
|
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-01352061
v1
|
|
Efficient neural models for visual attention
Sylvain Chevallier
,
Nicolas Cuperlier
,
Philippe Gaussier
Communication dans un congrès
hal-00529523
v1
|
|
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-00529514
v1
|
|
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-02541733
v1
|
|
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-00545669
v1
|
|
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-00472842
v1
|
|
Covert Attention with a Spiking Neural Network
Sylvain Chevallier
,
Philippe Tarroux
Communication dans un congrès
hal-00472646
v1
|
|
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-00472642
v1
|
|
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-00331563
v1
|
|
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-00023820
v2
|
|
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-00529479
v1
|
|
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-02541270
v1
|
|
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-00529527
v1
|