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Rita Huan-Ting Peng

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#machine learning Preprint Oct 2026

Lightweight Semantic EEG Foundation Model for Frozen Cross-Disorder Transfer

Large-scale EEG foundation models have demonstrated promising transferability across neurological disorders, but often require millions of parameters and substantial computational resources. In this paper, we present the Universal Semantic EEG Foundation Model (USE-FM), a lightweight EEG foundation model that learns tr...

Rita Huan-Ting Peng, Nhat Bui · 0 citations