Detecting EEG outliers for BCI on the Riemannian manifold using spectral clustering
Maria Sayu Yamamoto
,
Khadijeh Sadatnejad
,
Toshihisa Tanaka
,
Md. Rabiul Islam
,
Yuichi Tanaka
,
et al.
EMBC'2020 - 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society , Jul 2020, Montréal, Canada
Communication dans un congrès
hal-02611656v2
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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
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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
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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
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Effectiveness of cross-frequency phase-amplitude covariance as additional features for Riemannian BCIs
Maria Sayu Yamamoto
,
Sylvain Chevallier
,
Fabien Lotte
Poster de conférence
hal-04181391v1
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Subspace oddity - optimization on product of Stiefel manifolds for EEG data
Maria Sayu Yamamoto
,
Florian Yger
,
Sylvain Chevallier
ICASSP , Jun 2021, Toronto, Canada
Communication dans un congrès
hal-03202357v2
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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
,
et al.
Article dans une revue
hal-04181396v1
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When should MI-BCI feature optimization include prior knowledge, and which one?
Camille Benaroch
,
Maria Sayu Yamamoto
,
Aline Roc
,
Pauline Dreyer
,
Camille Jeunet
,
et al.
Article dans une revue
hal-03920680v1
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