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Jintao Zhang

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#machine learning Preprint Sep 2026

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

fMRI Representation-Informed Shared-Space Training (FRIST), a two-stage EEG decoding framework that first learns fMRI-informed spectral projections from simultaneous EEG-fMRI recordings and then uses fMRI-derived class geometry to guide residual refinement of EEG predictions, is introduced, offering a multimodal strate...

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

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