Maria Sayu Yamamoto

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Laplace Beltrami

Multi Class Classification

Euclidean Space

Spectral Clustering

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Maria Sayu Yamamoto, Khadijeh Sadatnejad, Toshihisa Tanaka, Md. Rabiul Islam, Frédéric Dehais, Yuichi Tanaka, Fabien Lotte
Modeling Complex EEG Data Distribution on the Riemannian Manifold Toward Outlier Detection and Multimodal Classification. IEEE Trans. Biomed. Eng. 71 (2) (2024)
Maria Sayu Yamamoto, Apolline Mellot, Sylvain Chevallier, Fabien Lotte
Novel SPD Matrix Representations Considering Cross-Frequency Coupling for EEG Classification Using Riemannian Geometry. EUSIPCO (2023)
Maria Sayu Yamamoto, Fabien Lotte, Florian Yger, Sylvain Chevallier
Class-distinctiveness-based frequency band selection on the Riemannian manifold for oscillatory activity-based BCIs: preliminary results. EMBC (2022)
Maria Sayu Yamamoto, Florian Yger, Sylvain Chevallier
Subspace Oddity - Optimization on Product of Stiefel Manifolds for EEG Data. ICASSP (2021)
Maria Sayu Yamamoto, Khadijeh Sadatnejad, Toshihisa Tanaka, Md. Rabiul Islam, Yuichi Tanaka, Fabien Lotte
Detecting EEG outliers for BCI on the Riemannian manifold using spectral clustering. EMBC (2020)