Marie-Constance Corsi

93%
Libre accès
83
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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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
Communication dans un congrès hal-05245110 v1
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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-05366284 v1
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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
Communication dans un congrès hal-05085596 v1
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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-05247041 v1
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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-05078067 v1
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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. pp.773-783, ⟨10.5220/0013260900003911⟩
Communication dans un congrès hal-04975734 v1
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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-04701100 v1
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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-04698548 v1
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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-04895016 v1
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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-04701062 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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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-04701039 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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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-04140131 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
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-04677809 v1
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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-03871532 v1
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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-03695441 v1
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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-03740275 v1
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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-03695403 v1
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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-03890463 v1
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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-03695434 v1
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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-03374960 v1
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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-03479504 v1
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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-03359257 v1
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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-03202349 v1
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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-03226414 v1
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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-03313685 v1
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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-03226408 v1

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-03479692 v1

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-03015986 v1
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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
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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-03479723 v1
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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-02123582 v1
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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-02157179 v1

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-03136765 v1
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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-01966314 v1

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-03136756 v1
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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-01966311 v1

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-01079979 v1

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-05273016 v1
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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-03604421 v2
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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-05125580 v1
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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-04621936 v1
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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-04701021 v1
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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-04701082 v1
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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-04621883 v1
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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-04701010 v1
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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-04743845 v1
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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-04890567 v1
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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-04140120 v1
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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-04308549 v1
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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-04140107 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
BCI meeting 2023, Jun 2023, Bruxelles, Belgium.
Poster de conférence hal-04140113 v1
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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-04140098 v1
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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-04095900 v1
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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-04121445 v1
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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-03695420 v1
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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-03842568 v1
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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-03773296 v1
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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-03773303 v1
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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-03867137 v1
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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-05273024 v1
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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-04345847 v2
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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-04500580 v1

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-04163895 v1
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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-04343247 v1
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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, 2024
Article dans une revue hal-04302540 v2
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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-04618262 v1
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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-03772666 v1
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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, In press, pp.1-1. ⟨10.1109/TBME.2022.3154885⟩
Article dans une revue hal-03594331 v1
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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-03285091 v1
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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-03261206 v1
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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-03171591 v2
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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-03521527 v1
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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-03006210 v1

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-03015953 v1
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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-02935359 v1
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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-02164586 v2
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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-02350924 v1

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-01893132 v1