Author

Yoshikatsu Hayashi

University of ReadingORCID 0000-0002-9207-6322Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Assay:electronic health records· 1 Approach:statistical model· 1

Frequent Co-Authors

Minh Khanh PhaniD· 1 shared Murilo S. Baptista· 1 shared Thi Mai Phuong NguyeniD· 1 shared Toshiyuki KondoiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Minh Khanh PhanORCID

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1 paper

Recent·Most cited

Collective Almost Synchronization Modeling Used for Motor Imagery EEG Classification

Thi Mai Phuong Nguyen, Minh Khanh Phan, Yoshikatsu Hayashi, Murilo S. Baptista, Toshiyuki Kondo

This paper introduces a novel feature extraction method for Motor Imagery EEG classification using a Collective Almost Synchronization model, achieving 74.03% accuracy on a benchmark dataset.

bioRxiv · Aug 23, 2023 · PreprintNeuroscience