Marie-Constance Corsi

Inria research scientist
93 %
Libre accès
85
Documents
Affiliation actuelle
  • Equipe Neuroingénierie des systèmes pour modéliser et interfacer les réseaux cérébraux = Systems neuroengineering to model and interface brain networks [ICM Paris] (NERV)

Présentation

I am an Inria research scientist at Paris Brain Institute in the NERV Lab.

My research currently focuses on the development of tools to address the “Brain-Computer Interface (BCI) inefficiency” issue, reflected by a non-negligible portion of users who cannot control the device even after several training sessions. I essentially consider two main approaches: the search for neurophysiological markers of BCI training and the integration of multimodal data to enrich the information provided to the classifier.

I previously served as secretary general of the French academic association promoting the advances in BCI, called CORTICO, and as co-chair of the Postdocs and Students Committee of the BCI Society.

More information can be retrieved in my professional website (updated CV, news...).

Don’t hesitate to contact me if you want any additional information or if you are interested by a research collaboration!

Domaines de recherche

Traitement du signal et de l'image [eess.SP] Neurosciences

Publications

Publications

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Imagined movement modulates cardiac-cortico-cortical and cardiac-cortico-cerebellar oscillatory networks

Diego Candia-Rivera , Mario Chavez , Fabrizio De Vico Fallani , Marie-Constance Corsi

NeuroImage, 2026, 328, pp.121804. ⟨10.1016/j.neuroimage.2026.121804⟩

Article dans une revue hal-05518625v1
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Community Detection From Multiple Observations: From Product Graph Model to Brain Applications

Tiziana Cattai , Gaetano Scarano , Marie-Constance Corsi , Fabrizio Devico Fallani , Stefania Colonnese

IEEE Transactions on Signal and Information Processing over Networks, 2025, 11, pp.201-214. ⟨10.1109/TSIPN.2025.3540702⟩

Article dans une revue hal-05273024v1
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Low-dimensional controllability of brain networks

Remy Ben Messaoud , Vincent Le Du , Camile Bousfiha , Marie-Constance Corsi , Juliana Gonzalez-Astudillo et al.

PLoS Computational Biology, 2025

Article dans une revue hal-04302540v2
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Geometric Neural Network based on Phase Space for BCI decoding

Igor Carrara , Bruno Aristimunha , Marie-Constance Corsi , Raphael Yokoingawa de Camargo , Sylvain Chevallier et al.

Journal of Neural Engineering, 2024, ⟨10.1088/1741-2552/ad88a2⟩

Article dans une revue hal-04500580v1
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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 et al.

iScience, 2024, 27 (1), pp.108734. ⟨10.1016/j.isci.2023.108734⟩

Article dans une revue hal-04345847v2

Node-layer duality in networked systems

Charley Presigny , Marie-Constance Corsi , Fabrizio de Vico Fallani

Nature Communications, 2024, ⟨10.1038/s41467-024-50176-5⟩

Article dans une revue hal-04163895v1
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HappyFeat—An interactive and efficient BCI framework for clinical applications

Arthur Desbois , Tristan Venot , Fabrizio de Vico Fallani , Marie-Constance Corsi

Software Impacts, 2024, 19, pp.100610. ⟨10.1016/j.simpa.2023.100610⟩

Article dans une revue hal-04343247v1
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Neuronal avalanches in temporal lobe epilepsy as a noninvasive diagnostic tool investigating large scale brain dynamics

Marie-Constance Corsi , Emahnuel Troisi Lopez , Pierpaolo Sorrentino , Simone Cuozzo , Alberto Danieli et al.

Scientific Reports, 2024, 14 (1), pp.14039. ⟨10.1038/s41598-024-64870-3⟩

Article dans une revue hal-04618262v1
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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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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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Phase/Amplitude Synchronization of Brain Signals During Motor Imagery BCI Tasks

Tiziana Cattai , Stefania Colonnese , Marie-Constance Corsi , Danielle Bassett , Gaetano Scarano et al.

IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2021, 29, pp.1168-1177. ⟨10.1109/TNSRE.2021.3088637⟩

Article dans une revue hal-03285091v1
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A machine learning approach to screen for preclinical Alzheimer's disease

Sinead Gaubert , Marion Houot , Federico Raimondo , Manon Ansart , Marie-Constance Corsi et al.

Neurobiology of Aging, 2021, 105, pp.205-216. ⟨10.1016/j.neurobiolaging.2021.04.024⟩

Article dans une revue hal-03261206v1
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BCI learning induces core-periphery reorganization in M/EEG multiplex brain networks

Marie-Constance Corsi , Mario Chavez , Denis Schwartz , Nathalie George , Laurent Hugueville et al.

Journal of Neural Engineering, 2021, 18 (5), pp.056002. ⟨10.1088/1741-2552/abef39⟩

Article dans une revue hal-03171591v2
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Improving J-Divergence of Brain Connectivity States by Graph Laplacian Denoising

Tiziana Cattai , Gaetano Scarano , Marie-Constance Corsi , Danielle Bassett , Fabrizio de Vico Fallani et al.

IEEE Transactions on Signal and Information Processing over Networks, 2021, 7, pp.493-508. ⟨10.1109/TSIPN.2021.3100302⟩

Article dans une revue hal-03521527v1

Network-based brain computer interfaces: principles and applications

Juliana Gonzalez-Astudillo , Tiziana Cattai , Giulia Bassignana , Marie-Constance Corsi , Fabrizio de Vico Fallani

Journal of Neural Engineering, 2020, ⟨10.1088/1741-2552/abc760⟩

Article dans une revue hal-03015953v1
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Learning in brain-computer interface control evidenced by joint decomposition of brain and behavior

Jennifer Stiso , Marie-Constance Corsi , Jean Vettel , Javier Garcia , Fabio Pasqualetti et al.

Journal of Neural Engineering, 2020, 17 (4), pp.046018. ⟨10.1088/1741-2552/ab9064⟩

Article dans une revue hal-02935359v1
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Functional disconnection of associative cortical areas predicts performance during BCI training

Marie-Constance Corsi , Mario Chavez , Denis Schwartz , Nathalie George , Laurent Hugueville et al.

NeuroImage, 2020, 209, pp.116500. ⟨10.1016/j.neuroimage.2019.116500⟩

Article dans une revue hal-03006210v1
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EEG evidence of compensatory mechanisms in preclinical Alzheimer’s disease

Sinead Gaubert , Federico Raimondo , Marion Houot , Marie-Constance Corsi , Jacobo Diego Sitt et al.

Brain - A Journal of Neurology , 2019, ⟨10.1093/brain/awz150⟩

Article dans une revue hal-02164586v2
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Magnetoencephalography With Optically Pumped He-4 Magnetometers at Ambient Temperature

Etienne Labyt , Marie-Constance Corsi , William Fourcault , Augustin Palacios Laloy , Francois Bertrand et al.

IEEE Transactions on Medical Imaging, 2019, 38 (1), pp.90-98. ⟨10.1109/TMI.2018.2856367⟩

Article dans une revue hal-02350924v1

Integrating EEG and MEG Signals to Improve Motor Imagery Classification in Brain–Computer Interface

Marie-Constance Corsi , Mario Chavez , Denis Schwartz , Laurent Hugueville , Ankit Khambhati et al.

International Journal of Neural Systems, 2018, ⟨10.1142/S0129065718500144⟩

Article dans une revue hal-01893132v1
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Challenges in Common Spatial Pattern Reliability for Neurofeedback

Cassandra Dumas , Claire Dussard , Nathalie George , Marie-Constance Corsi

BCI 2025 - 11th International BCI Meeting, Jun 2025, Banff, Canada. pp.1-1, 2025

Poster de conférence hal-05085596v1
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A Protocol for Measuring Learner Attention and Engagement

Pierre-Baptiste Mathieu de Carvalho , Marie-Constance Corsi , Laurent Bougrain

CORTICO 2025 - COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, May 2025, Lyon, France

Poster de conférence hal-05125580v1
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Neuronal Avalanches: A Biomarker for Learning Effects and a Predictor of BCI Score in Motor Imagery Tasks

Camilla Mannino , Pierpaolo Sorrentino , Mario Chavez , Marie-Constance Corsi

11th International BCI Meeting 2025, Jun 2025, Banff, Canada.

Poster de conférence hal-05451288v1
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The potential of neural avalanches to design innovative sensorimotor-based brain-computer interface

Camilla Mannino , Pierpaolo Sorrentino , Mario Chavez , Marie-Constance Corsi

NCM 2024 - Neural Control of Movement, 33° Annual meeting, Apr 2024, Dubrovnik, Croatia

Poster de conférence hal-04621883v1
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Biophysical modeling to inform performance in motor imagery-based Brain Computer Interfaces

Parul Verma , Marie-Constance Corsi

BIOMAG 2024 - 23rd International Conference on Biomagnetism, Aug 2024, Sydney, Australia

Poster de conférence hal-04701082v1
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Neuronal avalanches as potential features for Brain-Computer Interfaces

Marie-Constance Corsi , Pierpaolo Sorrentino , Denis P Schwartz , Nathalie George , Leonardo L. Gollo et al.

Organization of Human Brain Mapping. OHBM 2024 - Organization for Human Brain Mapping, Jun 2024, Seoul, South Korea. Abstract Book 6: OHBM 2024 Annual Meeting https://doi.org/10.52294/001c.120596, 4 (1), 2024

Poster de conférence hal-04701010v1
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What is the best model for decoding neurophysiological signals? Depends on how you evaluate

Bruno Aristimunha , Thomas Moreau , Sylvain Chevallier , Raphael Y de Camargo , Marie-Constance Corsi

CNS 2024 - 33rd Annual Computational Neuroscience Meeting, Jul 2024, Natal, Brazil

Poster de conférence hal-04743845v1
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Investigating evolution of features in Brain Computer Interface experimentation for robustness

Tristan Venot , Camile Bousfiha , Fabrizio de Vico Fallani , Marie-Constance Corsi

SFN 2024 - Annual meeting of the Society for Neuroscience, Oct 2024, Chicago (IL), United States

Poster de conférence hal-04890567v1
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Neuronal avalanches for EEG-based motor imagery BCI: robustness of classification performance & validity of feature selection

Camilla Mannino , Mario Chavez , Pierpaolo Sorrentino , Marie-Constance Corsi

Journées CORTICO 2024, May 2024, Nancy, France

Poster de conférence hal-04621936v1
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Biophysical modeling to inform performance in motor imagery-based Brain-Computer Interfaces

Parul Verma , Marie-Constance Corsi

CNS 2024 - 33rd Annual Computational Neuroscience Meeting, Jul 2024, Natal, Brazil

Poster de conférence hal-04701021v1
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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 et al.

Soph.IA summit 2023, Nov 2023, Sophia Antipolis, France

Poster de conférence hal-04308549v1
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Informing motor imagery-based brain-computer interface via neuronal avalanches

Pierpaolo Sorrentino , Marie-Constance Corsi , Denis P Schwartz , Nathalie George , Ari E Kahn et al.

IEEE International Symposium on Biomedical Imaging (ISBI) 2023, Apr 2023, Cartagena, Colombia.

Poster de conférence hal-04140120v1
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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

BCI meeting 2023, Jun 2023, Bruxelles, Belgium.

Poster de conférence hal-04140113v1
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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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Neuronal avalanches as alternative features for motor imagery-based brain-computer interface

Linda Ek-Fliesberg , Pierpaolo Sorrentino , Marie-Constance Corsi

Journées CORTICO 2023, May 2023, Paris, France

Poster de conférence hal-04140098v1
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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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CONCERTO: Coherence & Functional Connectivity Graph Network

Bruno Aristimunha , Raphael Yokoingawa De Camargo , Walter Hugo Lopez Pinaya , Florian Yger , Marie-Constance Corsi et al.

Journée CORTICO 2023, May 2023, Paris, France. 2023

Poster de conférence hal-04121445v1
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M/EEG networks integration to elicit patters of motor imagery-based Brain-Computer Interface (BCI) training

Marie-Constance Corsi , Mario Chavez , Denis P Schwartz , Nathalie George , Laurent Hugueville et al.

BIOMAG 2022 - 22nd International Conference on Biomagnetism, Aug 2022, Birmingham, United Kingdom

Poster de conférence hal-03773296v1
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Functional connectivity predicts MI-based BCI learning

Marie-Constance Corsi , Mario Chavez , Denis Schwartz , Nathalie George , Laurent Hugueville et al.

BIOMAG 2022 - 22nd International Conference on Biomagnetism, Aug 2022, Birmingham, United Kingdom

Poster de conférence hal-03773303v1
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Comparison of strategies to elicit motor imagery-related brain patterns in multimodal BCI settings

Tristan Venot , Arthur Desbois , Marie-Constance Corsi , Laurent Hugueville , Ludovic Saint-Bauzel et al.

SFN 2022 - Society for Neuroscience Annual Meeting 2022, Nov 2022, San Diego, United States

Poster de conférence hal-03867137v1
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M/EEG networks integration to elicit patterns of motor imagery-based BCI training

Marie-Constance Corsi , Mario Chavez , Denis P Schwartz , Nathalie George , Laurent Hugueville et al.

FENS Forum 2022, Jul 2022, Paris, France

Poster de conférence hal-03695420v1
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HappyFeat, an interactive and efficient BCI Framework for clinical applications

Arthur Desbois , Tristan Venot , Marie-Constance Corsi , Fabrizio de Vico Fallani

MetroXRAINE 2022 - IEEE International conference on metrology for extended reality, artificial intelligence and neural engineering, Oct 2022, Rome, Italy

Poster de conférence hal-03842568v1
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Riemannian fusions of EEG-based features for motor imagery detection under propofol sedation

Valérie Marissens Cueva , Camilla Mannino , Marie-Constance Corsi , Fabien Lotte , Sébastien Rimbert et al.

MLSP 2025 - IEEE International Workshop on Machine Learning for Signal Processing, Aug 2025, Istanbul, Turkey

Communication dans un congrès hal-05247041v1
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Exploring the Variability of Common Spatial Patterns in Motor Imagery Neurofeedback

Cassandra Dumas , Claire Dussard , Nathalie George , Marie-Constance Corsi

Journées CORTICO 2025, May 2025, Lyon, France

Communication dans un congrès hal-05078067v1
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Interpretability of Riemannian tools used in brain computer interfaces

Thibault de Surrel , Tristan Venot , Marie-Constance Corsi , Florian Yger

MLSP 2025 - 35th IEEE International Workshop on Machine Learning for Signal Processing, Aug 2025, Istanbul, Turkey. pp.1-6, ⟨10.1109/MLSP62443.2025.11204309⟩

Communication dans un congrès hal-05245110v1
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Characterization and Usability of Common Spatial Pattern Features in Motor Imagery Neurofeedback

Cassandra Dumas , Claire Dussard , Nathalie George , Marie-Constance Corsi

SPNC 2025 - Journées "Brain Insights into Memory and Consciousness" de la Société de Psychophysiologie et de Neurosciences Cognitives, Société de Psychophysiologie et de Neurosciences Cognitives, Nov 2025, Paris, France

Communication dans un congrès hal-05366284v1
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Neuronal avalanches for eeg-based motor imagery BCI

Camilla Mannino , Pierpaolo Sorrentino , Mario Chavez , Marie-Constance Corsi

9th Graz Brain-Computer Interface Conference 2024, Sep 2024, Graz, Austria. pp.98, ⟨10.3217/978-3-99161-014-4-018⟩

Communication dans un congrès hal-04698548v1
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Introducing the modularity graph: an application to brain functional networks

Tiziana Cattai , Camilla Caporali , Marie-Constance Corsi , Stefania Colonese

EUSIPCO 2024 - 32nd European conference on signal processing, Aug 2024, Lyon, France

Communication dans un congrès hal-04895016v1
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What are BCIs, and how do they work? How to ease the reproducibility in BCI?

Marie-Constance Corsi , Arthur Desbois

5th International Neuroergonomics Conference, Jul 2024, Bordeaux, France

Communication dans un congrès hal-04701062v1
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A theory-driven approach to data analysis: practical applications

Marie-Constance Corsi

33rd Annual Computational Neuroscience Meeting, Organization for Computational Neuroscience, Jul 2024, Natal, Brazil

Communication dans un congrès hal-04701039v1
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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-04720928v1
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Using models for classification: real-life applications

Marie-Constance Corsi

BIOMAG 2024 - 23rd International Conference on Biomagnetism, Aug 2024, Sydney, Australia

Communication dans un congrès hal-04701100v1
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Using critical dynamics to capture processes underlying Brain-Computer Interface performance

Marie-Constance Corsi , Pierpaolo Sorrentino , Denis P Schwartz , Nathalie George , Laurent Hugueville et al.

NeuroFrance 2023, Société des Neurosciences, May 2023, Lyon, France

Communication dans un congrès hal-04140131v1
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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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Empirical evaluation on multiple BCI datasets of the functional connectivity ensemble (FUCONE) method

Marie-Constance Corsi , Sylvain Chevallier , Fabrizio de Vico Fallani , Florian Yger

BCI 2023 - 10th International Brain-Computer Interface Meeting, BCI Society, Jun 2023, Bruxelles, Belgium. ⟨10.3217/978-3-85125-962-9-24⟩

Communication dans un congrès hal-04677809v1
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An OpenViBE Python-based framework for the efficient handling of MI BCI protocols

Arthur Desbois , Tristan Venot , Marie-Constance Corsi , Fabrizio de Vico Fallani

Journées CORTICO 2022, Mar 2022, Autrans en Vercors, France

Communication dans un congrès hal-03740275v1
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Neuronal avalanches differentiate resting-state and task conditions in Brain-Computer Interfaces

Marie-Constance Corsi , Pierpaolo Sorrentino , Denis P Schwartz , Nathalie George , Laurent Hugueville et al.

OHBM 2022 - Organization of Human Brain Mapping, Jun 2022, Glasgow, United Kingdom

Communication dans un congrès hal-03695403v1
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Exploring strategies for multimodal BCIs in an enriched environment

Tristan Venot , Arthur Desbois , Marie-Constance Corsi , Laurent Hugueville , Ludovic Saint-Bauzel et al.

MetroXRAINE 2022 - IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering, Oct 2022, Rome, France. pp.685-690, ⟨10.1109/MetroXRAINE54828.2022.9967624⟩

Communication dans un congrès hal-03890463v1
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Exploiting brain critical dynamics to inform Brain-Computer Interfaces performance

Marie-Constance Corsi , Pierpaolo Sorrentino , Denis P Schwartz , Nathalie George , Laurent Hugueville et al.

CNS 2022 - 31st Annual Computational Neuroscience Meeting, Jul 2022, Melbourne, Australia

Communication dans un congrès hal-03695434v1
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Exploiting brain critical dynamics to inform Brain-Computer Interfaces

Pierpaolo Sorrentino , Marie-Constance Corsi , Denis P Schwartz , Nathalie George , Laurent Hugueville et al.

BIOMAG 2022 - 22nd International Conference on Biomagnetism, Aug 2022, Birmingham, United Kingdom

Communication dans un congrès hal-03695441v1
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Exploiting brain critical dynamics to inform Brain-Computer Interfaces performance

Marie-Constance Corsi , Pierpaolo Sorrentino , Denis P Schwartz , Nathalie George , Laurent Hugueville et al.

Brain Criticality Hybrid Meeting 2022, Nov 2022, Bethesda, United States

Communication dans un congrès hal-03871532v1
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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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Core-periphery markers of longitudinal BCI from multiplex brain networks

Marie-Constance Corsi , Mario Chavez , Denis Schwartz , Nathalie George , Laurent Hugueville et al.

Networks 2021: A Joint Sunbelt and NetSci Conference, Jul 2021, Virtual, France

Communication dans un congrès hal-03226414v1
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Functional Connectivity for BCI: OpenViBE implementation

Arthur Desbois , Tiziana Cattai , Marie-Constance Corsi , Fabrizio de Vico Fallani

JJC-ICON’2021 - Journée Jeunes Chercheurs en Interfaces Cerveau-Ordinateur et Neurofeedback, CORTICO : COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, May 2021, Virtual, France

Communication dans un congrès hal-03313685v1
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Towards multimodal BCIs: the impact of peripheral control on motor cortex activity and sense of agency

Tristan Venot , Marie-Constance Corsi , Ludovic Saint-Bauzel , Fabrizio de Vico Fallani

EBMC 2021 - 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Nov 2021, Mexico, Mexico. pp.5876-5879, ⟨10.1109/EMBC46164.2021.9630021⟩

Communication dans un congrès hal-03479504v1
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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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Functional connectivity predicts MI-based BCI learning (oral presentation)

Marie-Constance Corsi , Mario Chavez , Denis Schwartz , Nathalie George , Laurent Hugueville et al.

BCI 2021 - 8th International Meeting of the Brain-Computer Interface Society, Jun 2021, Virtual, France

Communication dans un congrès hal-03226408v1

Spatial network metrics for characterizing brain-computer interface mental states

Juliana Gonzalez-Astudillo , Eric Gabriel Ceballos-Dominguez , Tiziana Cattai , Marie-Constance Corsi , Fabrizio de Vico Fallani

NetSci 2021 - International School and Conference on Network Science, Jul 2021, Virtual, United States

Communication dans un congrès hal-03479692v1
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Brain-Computer Interface using OpenViBE, an open-source software platform for Brain-Computer Interfaces [hands-on tutorial]

Arthur Desbois , Marie-Constance Corsi

CuttingEEG - 5th Symposium on cutting-edge methods for EEG research, Oct 2021, Aix-en-Provence, France

Communication dans un congrès hal-03374960v1
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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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Towards the use of spatial network metrics for characterizing brain mental states

Juliana Gonzalez-Astudillo , Tiziana Cattai , Marie-Constance Corsi , Fabrizio de Vico Fallani

CCS 2020 - Conference on Complex Systems, Dec 2020, Virtual, France

Communication dans un congrès hal-03479723v1

On the classification of mental states by means of network-based features

Juliana Gonzalez-Astudillo , Tiziana Cattai , Marie-Constance Corsi , Fabrizio de Vico Fallani

NetSci 2020 - International School and Conference on Network Science, Sep 2020, Rome / Virtual, Italy

Communication dans un congrès hal-03015986v1

Combination of connectivity and spectral features for motor-imagery BCI

Tiziana Cattai , Stefania Colonnese , Marie-Constance Corsi , Danielle Bassett , Gaetano Scarano et al.

GRAZ BCI conference 2019, Sep 2019, Graz, Austria

Communication dans un congrès hal-03136765v1
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Looking for neurophysiological correlates of brain-computer interface learning

Marie-Constance Corsi , Mario Chavez , Denis Schwartz , Nathalie George , Laurent Hugueville et al.

OHBM 2019 - Annual Meeting on Organization for Human Brain Mapping, Jun 2019, Rome, Italy

Communication dans un congrès hal-02157179v1
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Looking for cortical patterns of successful motor imagery-based BCI learning

Marie-Constance Corsi , Mario Chavez , Denis P Schwartz , Nathalie George , Laurent Hugueville et al.

8th Graz Brain-Computer Interface Conference 2019, Sep 2019, Graz, Austria

Communication dans un congrès hal-02123582v1
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M/EEG integration to enhance motor-imagery-based brain-computer interface performances

Marie-Constance Corsi , Mario Chavez , Denis Schwartz , Laurent Hugueville , Ankit Khambhati et al.

Seventh International BCI Society Meeting, May 2018, Asilomar, United States

Communication dans un congrès hal-01966314v1

Characterization of Mental States through Node Connectivity between Brain Signals

Tiziana Cattai , Stefania Colonnese , Marie-Constance Corsi , Danielle Bassett , Gaetano Scarano et al.

2018 26th European Signal Processing Conference (EUSIPCO), Sep 2018, Rome, Italy. pp.1377-1381, ⟨10.23919/EUSIPCO.2018.8553000⟩

Communication dans un congrès hal-03136756v1
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Integrating EEG and MEG information to enhance motor-imagery classification in brain-computer interface

Marie-Constance Corsi , Mario Chavez , Denis Schwartz , Laurent Hugueville , Ankit Khambhati et al.

BIOMAG 2018 - 21st International Conference on Biomagnetism, Aug 2018, Philadelphia, United States

Communication dans un congrès hal-01966311v1

DETECTING MCG SIGNALS FROM A PHANTOM WITH A 4HE MAGNETOMETER

Marie-Constance Corsi , Etienne Labyt , William Fourcault , Cyril Gobbo , François Bertrand et al.

Biomag 2014, Aug 2014, Halifax, Canada

Communication dans un congrès hal-01079979v1
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Automatic Ocular Artifact Correction in Electroencephalography for Neurofeedback

Cassandra Dumas , Marie-Constance Corsi , Claire Dussard , Fanny Grosselin , Nathalie George

BIOSIGNALS 2025 - 18th International Conference on Bio-inspired Systems and Signal Processing, Feb 2025, Porto, Portugal. SCITEPRESS - Science and Technology Publications, pp.773-783, 2025, ⟨10.5220/0013260900003911⟩

Proceedings/Recueil des communications hal-04975734v1

Signal processing for brain signals

Marie-Constance Corsi , Anaïs Llorens

Neural Interfaces, Elsevier, pp.63-76, 2025, 978-0-443-24824-5. ⟨10.1016/B978-0-443-24824-5.00016-8⟩

Chapitre d'ouvrage hal-05273016v1
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Electroencephalography and Magnetoencephalography

Marie-Constance Corsi

Olivier Colliot (ed.). Machine learning for brain disorders, Springer, In press

Chapitre d'ouvrage hal-03604421v2