Maria Sayu Yamamoto

According to our database, Maria Sayu Yamamoto authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Modeling Complex EEG Data Distribution on the Riemannian Manifold Toward Outlier Detection and Multimodal Classification.

Maria Sayu Yamamoto, Khadijeh Sadatnejad, Toshihisa Tanaka, Md. Rabiul Islam, Frédéric Dehais, Yuichi Tanaka, Fabien Lotte

IEEE Trans. Biomed. Eng., February, 2024

Addressing the Large Variability of EEG Data with Riemannian Geometry: Toward Designing Reliable Brain-Computer Interfaces. (Aborder la grande variabilité des données EEG avec la géométrie riemannienne: vers la conception d'interfaces cerveau-ordinateur fiables).

Maria Sayu Yamamoto

PhD thesis, 2024

2023

Novel SPD Matrix Representations Considering Cross-Frequency Coupling for EEG Classification Using Riemannian Geometry.

Maria Sayu Yamamoto, Apolline Mellot, Sylvain Chevallier, Fabien Lotte

Proceedings of the 31st European Signal Processing Conference, 2023

2022

pyRiemann/pyRiemann: v0.3.

Alexandre Barachant, Quentin Barthélemy, Jean-Rémi King, Alexandre Gramfort, Sylvain Chevallier, Pedro L. C. Rodrigues, Emanuele Olivetti, Vladislav Goncharenko, Gabriel Wagner vom Berg, Ghiles Reguig, Arthur Lebeurrier, Erik Bjäreholt, Maria Sayu Yamamoto, Pierre Clisson, Marie-Constance Corsi

Dataset, July, 2022

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

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Subspace Oddity - Optimization on Product of Stiefel Manifolds for EEG Data.

Maria Sayu Yamamoto, Florian Yger, Sylvain Chevallier

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Detecting EEG outliers for BCI on the Riemannian manifold using spectral clustering.

Maria Sayu Yamamoto, Khadijeh Sadatnejad, Toshihisa Tanaka, Md. Rabiul Islam, Yuichi Tanaka, Fabien Lotte

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020