Author

Shuntaro Suzuki

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#machine learning Preprint Oct 2026

CANDLE: Cortical Null-Space Decomposition for Noninvasive Brain Source Imaging

Electrophysiological source imaging (ESI) aims to estimate cortical source activity from noninvasive electrophysiological measurements such as electroencephalogram (EEG). However, ESI is fundamentally ill-posed because source activity is substantially higher-dimensional than sensor observations, resulting in non-unique...

Shuntaro Suzuki, Yuiga Wada, Komei Sugiura · 0 citations

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 · Journal of Neural Engineerin... · 0 citations