pyriemann/pyriemann: v0. 3 A Barachant, Q Barthélemy, JR King, A Gramfort, S Chevallier, ... Zenodo, Jul, 2022 | 19 | 2022 |
When should MI-BCI feature optimization include prior knowledge, and which one? C Benaroch, MS Yamamoto, A Roc, P Dreyer, C Jeunet, F Lotte Brain-Computer Interfaces 9 (2), 115-128, 2022 | 13 | 2022 |
Detecting EEG outliers for BCI on the Riemannian manifold using spectral clustering MS Yamamoto, K Sadatnejad, T Tanaka, R Islam, Y Tanaka, F Lotte 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 9 | 2020 |
Modeling complex EEG data distribution on the Riemannian manifold toward outlier detection and multimodal classification MS Yamamoto, K Sadatnejad, T Tanaka, MR Islam, F Dehais, Y Tanaka, ... IEEE Transactions on Biomedical Engineering, 2023 | 5 | 2023 |
Class-distinctiveness-based frequency band selection on the Riemannian manifold for oscillatory activity-based BCIs: preliminary results MS Yamamoto, F Lotte, F Yger, S Chevallier 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | 5 | 2022 |
Subspace oddity-optimization on product of Stiefel manifolds for EEG data MS Yamamoto, F Yger, S Chevallier ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 5 | 2021 |
Novel SPD matrix representations considering cross-frequency coupling for EEG classification using Riemannian geometry MS Yamamoto, A Mellot, S Chevallier, F Lotte 2023 31st European Signal Processing Conference (EUSIPCO), 960-964, 2023 | 4 | 2023 |
Effectiveness of cross-frequency phase-amplitude covariance as additional features for Riemannian BCIs MS Yamamoto, S Chevallier, F Lotte 10th International BCI Meeting, 2023 | | 2023 |
Release 0.6 Toggle Dropdown A Barachant, Q Barthélemy, JR King, A Gramfort, S Chevallier, ... | | 2023 |
User-specific frequency band and time segment selection with high class distinctiveness for Riemannian BCIs MS Yamamoto, F Lotte, F Yger, S Chevallier CORTICO 2022: Invasive and non invasive Brain-Computer Interfaces–A …, 2022 | | 2022 |
Should frequency band selection algorithms include neurophysiological constraints? MS Yamamoto, C Benaroch, A Roc, T Monseigne, F Lotte CORTICO-COllectif pour la Recherche Transdisciplinaire sur les Interfaces …, 2021 | | 2021 |
Reliable outlier detection by spectral clustering on Riemannian manifold of EEG covariance matrix MS Yamamoto, K Sadatnejad, M Islam, F Lotte, T Tanaka BCI 2021–8th International Meeting of the Brain-Computer Interface Society, 2021 | | 2021 |