Preprint
Sep 2026
NeuroDyn-EEG: An Interpretable Pre-trained Model for EEG Based on Neural Dynamics
Clinical scalp electroencephalography (EEG) offers a noninvasive window into neural dynamics of neuropsychiatric disorders. However, discriminative deep models often lack anatomically indexed physiological interpretability. We propose NeuroDyn-EEG, a pretraining framework integrating generative priors from neural dynam...
Yi Cui, Tong Zhao, Jia-Xin Lei et al.
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