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Jia-He Li

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#machine learning Feb 2026

Brain4FMs: A Benchmark of Foundation Models for Electrical Brain Signal

This work introduces Brain4FMs, the first unified benchmark, to the knowledge, for jointly evaluating BFMs on EEG and iEEG, and conducts exploratory analyses of model-specific properties of spatial, spectral, and discrete representations.

Fan-Qi Shen, En-Hui Yang, Jia-He Li et al. · 9 citations · ⚡1

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