Long-Term BCI Training of a Tetraplegic User: Adaptive Riemannian Classifiers and User Training
C. Benaroch, K. Sadatnejad, A. Roc, A. Appriou, T. Monseigne, S. Pramij, J. Mladenovic, L. Pillette, C. Jeunet, F. Lotte
Frontiers in Human Neuroscience, 2021
Paper
A review of user training methods in brain computer interfaces based on mental tasks
A. Roc, L. Pillette, J. Mladenovic, C. Benaroch, B. N'Kaoua, C. Jeunet, F. Lotte
Journal of Neural Engineering., 2020
Paper
Can a computational model predict Mental-Task BCI performance across experiments based on users' characteristics?
C. Benaroch, C. Jeunet, F. Lotte
Submitted
When should MI-BCI feature optimization include prior knowledge, and which one? (Accepted with revision in Brain-Computer Interfaces
>C. Benaroch, M.S. Yamamoto, A. Roc, P. Dreyer, C. Jeunet, F. Lotte
In Brain-Computer Interfaces (Accepter with revisions)
International conferences with reviewing committee
Are users' traits informative enough to predict/explain their mental-imagery based BCI performances?.
C. Benaroch, C. Jeunet, F. Lotte
In 8th Graz BCI Conference, 2019.
Papier de conférence
Assessing The Relevance Of Neurophysiological Patterns To Predict Motor Imagery-based BCI Users' Performance
E. Tzdaka, C. Benaroch, C. Jeunet, F. Lotte
IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2020.
Papier de conférence
MI-BCI Performances correlate with subject-specific frequency band characteristics.
C. Benaroch, C. Jeunet, F. Lotte
In 8th International BCI Meeting, Virtual BCI meeting, 2021
Student award
Abstract
National conferences with reviewing committee
Computational modelling to predict/explain MI-BCI users' performances and their progression
C. Benaroch, C. Jeunet, F. Lotte
In Journées CORTICO 2019-COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, 2019
Abstract
Using computational modelling to better understand and predict Mental-Imagery based BCI (MI-BCI) users' performance
C. Benaroch, C. Jeunet, F. Lotte
In Journées CORTICO 2018-COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, 2018
Abstract
Using neurophysiological predictors to predict MI-BCI users' performances
E. Tzdaka, C. Benaroch, C. Jeunet, F. Lotte
In Journées CORTICO 2020-COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, 2020
Abstract
Proposition of an optimization of the selection of a discriminative frequency algorithm for Motor-Imagery based BCI
C. Benaroch, C. Jeunet, F. Lotte
In Journées CORTICO 2020-COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, 2020
Abstract
Should frequency band selection algorithms include neurophysiological constraints?
M.S. Yamamoto, C. Benaroch, A. Roc, T. Monseigne, F. Lotte
In Journées CORTICO 2021-COllectif pour la Recherche Transdisciplinaire sur les Interfaces Cerveau-Ordinateur, 2021
Abstract