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Marzieh Zare

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#artificial intelligence Preprint Jul 2026

Cross-Cohort Spectral-Temporal Dissociation in Frozen EEG Foundation-Model Representations

Objective. We tested whether frozen representations from five EEG foundation models support decoding of long-range temporal correlations, measured as the detrended-fluctuation-analysis (DFA) exponent of the alpha-band amplitude envelope. Approach. REVE, LaBraM, BENDR, CBraMod, and BIOT were evaluated in CAUEEG and Brai...

M. Zare · 1 citation