Publications

Igor Carrara, Bruno Aristimunha, Marie-Constance Corsi, Raphael de Camargo, Sylvain Chevallier, Théodore Papadopoulo (2024). Geometric Neural Network based on Phase Space for BCI decoding. arXiv.

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Arthur Desbois, Tristan Venot, Fabrizio De Vico Fallani, Marie-Constance Corsi (2024). HappyFeat—An interactive and efficient BCI framework for clinical applications. Software Impacts.

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Marie-Constance Corsi, Emahnuel Troisi Lopez, Pierpaolo Sorrentino, Alberto Danieli, Simone Cuozzo, Palo Bonanni, Gian Marco Duma (2023). Neuronal avalanches in temporal lobe epilepsy as a diagnostic tool: a noninvasive investigation of intrinsic resting state dynamics. medRxiv.

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Marie-Constance Corsi, Pierpaolo Sorrentino, Denis Schwartz, Nathalie George, Leonardo L. Gollo, Sylvain Chevallier, Laurent Hugueville, Ari E. Kahn, Sophie Dupont, Danielle S. Bassett, Viktor Jirsa, Fabrizio De Vico Fallani (2023). Measuring Neuronal Avalanches to inform Brain-Computer Interfaces. iScience.

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Tristan Venot, Arthur Desbois, Marie-Constance Corsi, Laurent Hugueville, Ludovic Saint-Bauzel, Fabrizio De Vico Fallani (2023). Intentional binding enhances hybrid BCI control. arXiv.

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Pierpaolo Sorrentino, Emahnuel Troisi Lopez, Antonella Romano, Carmine Granata, Marie-Constance Corsi, Giuseppe Sorrentino, Viktor Jirsa (2023). Brain fingerprint is based on the aperiodic, scale-free, neuronal activity. NeuroImage.

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Charley Presigny, Marie-Constance Corsi, Fabrizio De Vico Fallani (2023). Topological duality of multilayer networks. arXiv.

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Marie-Constance Corsi (2023). Electroencephalography and Magnetoencephalography. Machine Learning for Brain Disorders.

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Tristan Venot, Arthur Desbois, Marie Constance Corsi, Laurent Hugueville, Ludovic Saint-Bauzel, Fabrizio De Vico Fallani (2022). Exploring strategies for multimodal BCIs in an enriched environment. 2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE).

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Tiziana Cattai, Gaetano Scarano, Marie-Constance Corsi, Fabrizio De Vico Fallani, Srefania Colonnese (2022). EEG as Signal on Graph: a Multilayer Network model for BCI applications. 2022 30th European Signal Processing Conference (EUSIPCO).

Marie-Constance Corsi, Sylvain Chevallier, Fabrizio De Vico Fallani, Florian Yger (2022). Functional connectivity ensemble method to enhance BCI performance (FUCONE). IEEE Transactions on Biomedical Engineering.

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Sylvain Chevallier, Marie-Constance Corsi, Florian Yger, Fabrizio De Vico Fallani (2022). Riemannian geometry for combining functional connectivity metrics and covariance in BCI. Software Impacts.

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Tristan Venot, Marie Constance Corsi, Ludovic Saint-Bauzel, Fabrizio de Vico Fallani (2021). Towards multimodal BCIs: the impact of peripheral control on motor cortex activity and sense of agency. 2021 43rd Annual International Conference of the IEEE Engineering in Medicine Biology Society (EMBC).

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Marie-Constance Corsi, Sylvain Chevallier, Quentin Barthélemy, Isabelle Hoxha, Florian Yger (2021). Ensemble learning based on functional connectivity and Riemannian geometry for robust workload estimation.

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Marie-Constance Corsi, Florian Yger, Sylvain Chevallier, Camille Noûs (2021). Riemannian Geometry on Connectivity for Clinical BCI. ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

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Sinead Gaubert, Marion Houot, Federico Raimondo, Manon Ansart, Marie-Constance Corsi, Lionel Naccache, Jacobo Diego Sitt, Marie-Odile Habert, Bruno Dubois, Fabrizio De Vico Fallani, Stanley Durrleman, Stéphane Epelbaum (2021). A machine learning approach to screen for preclinical Alzheimer's disease. Neurobiology of Aging.

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Tiziana Cattai, Stefania Colonnese, Marie-Constance Corsi, Danielle S. Bassett, Gaetano Scarano, Fabrizio De Vico Fallani (2021). Phase/Amplitude Synchronization of Brain Signals During Motor Imagery BCI Tasks. IEEE Transactions on Neural Systems and Rehabilitation Engineering.

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Juliana Gonzalez-Astudillo, Tiziana Cattai, Giulia Bassignana, Marie-Constance Corsi, Fabrizio De Vico Fallani (2021). Network-based brain–computer interfaces: principles and applications. Journal of Neural Engineering.

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Tiziana Cattai, Gaetano Scarano, Marie-Constance Corsi, Danielle S Bassett, Fabrizio De Vico Fallani, Stefania Colonnese (2021). Improving J-divergence of brain connectivity states by graph Laplacian denoising. IEEE Transactions on Signal and Information Processing over Networks.

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Marie-Constance Corsi, Mario Chavez, Denis Schwartz, Nathalie George, Laurent Hugueville, Ari E. Kahn, Sophie Dupont, Danielle S. Bassett, Fabrizio De Vico Fallani (2021). BCI learning induces core-periphery reorganization in M/EEG multiplex brain networks. Journal of Neural Engineering.

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Marie-Constance Corsi, Mario Chavez, Denis Schwartz, Nathalie George, Laurent Hugueville, Ari E. Kahn, Sophie Dupont, Danielle S. Bassett, Fabrizio De Vico Fallani (2020). Functional disconnection of associative cortical areas predicts performance during BCI training. NeuroImage.

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Jennifer Stiso, Marie-Constance Corsi, Jean M. Vettel, Javier Omar Garcia, Fabio Pasqualetti, Fabrizio de Vico-Fallani, Timothy Lucas, Danielle S. Bassett (2020). Learning in brain-computer interface control evidenced by joint decomposition of brain and behavior. J. Neural Eng..

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Sinead Gaubert, Federico Raimondo, Marion Houot, Marie-Constance Corsi, Lionel Naccache, Jacobo Diego Sitt, Bertrand Hermann, Delphine Oudiette, Geoffroy Gagliardi, Marie-Odile Habert, Bruno Dubois, Fabrizio De Vico Fallani, Hovagim Bakardjian, Stéphane Epelbaum (2019). EEG evidence of compensatory mechanisms in preclinical Alzheimer’s disease. Brain.

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Etienne Labyt, Marie-Constance Corsi, William Fourcault, Augustin Palacios Laloy, Francis Bertrand, Francois Lenouvel, Gilles Cauffet, Matthieu Le Prado, Francois Berger, Sophie Morales (2019). Magnetoencephalography With Optically Pumped 4He Magnetometers at Ambient Temperature. IEEE transactions on medical imaging.

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Tiziana Cattai, Stefania Colonnese, Marie-Constance Corsi, Danielle S. Bassett, Gaetano Scarano, Fabrizio De Vico Fallani (2018). Characterization of Mental States through Node Connectivity between Brain Signals. 2018 26th European Signal Processing Conference (EUSIPCO).

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Marie-Constance Corsi, Mario Chavez, Denis Schwartz, Laurent Hugueville, Ankit N. Khambhati, Danielle S. Bassett, Fabrizio De Vico Fallani (2018). Integrating EEG and MEG Signals to Improve Motor Imagery Classification in Brain–Computer Interface. Int. J. Neur. Syst..

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Sophie Morales, Marie-Constance Corsi, William Fourcault, François Bertrand, Gilles Cauffet, Cyril Gobbo, François Alcouffe, François Lenouvel, Matthieu Le Prado, François Berger, Gerald Vanzetto, Etienne Labyt (2017). Magnetocardiography measurements with $^textrm4$He vector optically pumped magnetometers at room temperature. Phys Med Biol.

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Marie-Constance Corsi (2015). Magnétomètres à pompage optique à Hélium 4 : développement et preuve de concept en magnétocardiographie et en magnétoencéphalographie. Grenoble Alpes.

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