Publications

Camilla Mannino, Pierpaolo Sorrentino, Mario Chavez, Marie-Constance Corsi (2024). Neuronal avalanches for eeg-based motor imagery BCI.

URL

Charley Presigny, Marie-Constance Corsi, Fabrizio De Vico Fallani (2024). Node-layer duality in networked systems. Nature Communications.

DOI URL

Marie-Constance Corsi, Emahnuel Troisi Lopez, Pierpaolo Sorrentino, Simone Cuozzo, Alberto Danieli, Paolo Bonanni, Gian Marco Duma (2024). Neuronal avalanches in temporal lobe epilepsy as a noninvasive diagnostic tool investigating large scale brain dynamics. Scientific Reports.

DOI URL

Dymtro Klepachevskyi, Antonella Romano, Bruno Aristimunha, Marianna Angiolelli, Francesca Trojsi, Simona Bonavita, Giuseppe Sorrentino, Vincenzo Andreone, Roberta Minino, Emahnuel Troisi Lopez, Arianna Polverino, Viktor Jirsa, Ausra Saudargiene, Marie Constance Corsi, Pierpaolo Sorrentino (2024). Magnetoencephalography-based interpretable automated differential diagnosis in neurodegenerative diseases. medRxiv.

DOI URL

Tiziana Cattai, Camilla Caporali, Marie-Constance Corsi, Stefania Colonnese (2024). Introducing the modularity graph: an application to brain functional networks. arXiv.

DOI URL

Tiziana Cattai, Gaetano Scarano, Marie-Constance Corsi, Fabrizio De Vico Fallani, Stefania Colonnese (2024). Community Detection from Multiple Observations: from Product Graph Model to Brain Applications. arXiv.

DOI URL

Emahnuel Troisi Lopez, Marie-Constance Corsi, Alberto Danieli, Lisa Antoniazzi, Marianna Angiolelli, Paolo Bonanni, Pierpaolo Sorrentino, Gian Marco Duma (2024). Dynamic reconfiguration of aperiodic brain activity supports cognitive functioning in epilepsy: a neural fingerprint identification. medRxiv.

DOI URL

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.

URL

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

DOI URL

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 (2024). Measuring neuronal avalanches to inform brain-computer interfaces. iScience.

DOI URL

Tristan Venot, Arthur Desbois, Marie Constance Corsi, Laurent Hugueville, Ludovic Saint-Bauzel, Fabrizio De Vico Fallani (2024). Intentional binding for noninvasive BCI control. Journal of Neural Engineering.

DOI URL

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.

DOI URL

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

DOI URL

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).

DOI

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.

DOI

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.

PDF DOI

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).

DOI

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.

PDF

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).

DOI

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.

PDF DOI

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.

DOI

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.

DOI URL

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.

DOI

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.

PDF DOI

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.

PDF Project DOI

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..

PDF Project DOI

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.

PDF Project DOI

Marie-Constance Corsi, Mario Chavez, Denis Schwartz, Laurent Hugueville, Ankit N. Khambhati, Danielle S. Bassett, Fabrizio De Vico Fallani (2019). Integrating EEG and MEG Signals to Improve Motor Imagery Classification in Brain-Computer Interface. International Journal of Neural Systems.

DOI

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.

DOI

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).

DOI

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.

Project DOI

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

PDF Project