Accéder directement au contenu

Fabien Lotte

5
Documents

Publications

51238
Image document

Novel SPD matrix representations considering cross-frequency coupling for EEG classification using Riemannian geometry

Maria Sayu Yamamoto , Apolline Mellot , Sylvain Chevallier , Fabien Lotte
EUSIPCO 2023 - The 31st European Signal Processing Conference, Sep 2023, Helsinki, Finland
Communication dans un congrès hal-04131609v1
Image document

Class-distinctiveness-based frequency band selection on the Riemannian manifold for oscillatory activity-based BCIs: preliminary results

Maria Sayu Yamamoto , Fabien Lotte , Florian Yger , Sylvain Chevallier
EMBC 2022- 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, Jul 2022, Glasgow, United Kingdom. ⟨10.1109/EMBC48229.2022.9871820⟩
Communication dans un congrès hal-03641137v2
Image document

Effectiveness of cross-frequency phase-amplitude covariance as additional features for Riemannian BCIs

Maria Sayu Yamamoto , Sylvain Chevallier , Fabien Lotte
BCI 2023 - 10th International BCI Meeting Balancing Innovation and Translation, Jun 2023, Brussels, Belgium. ⟨10.3217/978-3-85125-962-9-179⟩
Poster de conférence hal-04181391v1
Image document

User-specific frequency band and time segment selection with high class distinctiveness for Riemannian BCIs

Maria Sayu Yamamoto , Fabien Lotte , Florian Yger , Sylvain Chevallier
CORTICO 2022 : Invasive and non invasive Brain-Computer Interfaces – A handshake over the cliff, Mar 2022, Autrans, France
Poster de conférence hal-03931339v1