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Author

Shuntaro Suzuki

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Open access Oct 2025

Cortical-SSM: a deep state space model for motor imagery decoding from EEG signals

Objective. Classification of electroencephalogram (EEG) signals obtained during motor imagery (MI) has substantial application potential, including for communication assistance and rehabilitation support for patients with motor impairments. These signals remain inherently susceptible to physiological artifacts (e.g. ey...

Shuntaro Suzuki, Shunya Nagashima, Komei Sugiura · 0 citations

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