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Joshua Kosnoff

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#machine learning Preprint Sep 2026

FRIST: FMRI Representation Informed Shared-space Training Improves EEG-only Individual-Finger BCI Decoding

Finger-level motor decoding is important for naturalistic brain-computer interface (BCI) control, yet individual-finger decoding from scalp electroencephalography (EEG) remains challenging because finger representations are spatially close in the sensorimotor cortex and blurred by volume conduction. Leveraging the high...

Jintao Zhang, Yidan Ding, Joshua Kosnoff et al. · 0 citations

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