EEG-Titans: Long-Horizon Seizure Forecasting via Dual-Branch Attention and Neural Memory

Tien-Dat Pham, Xuan-The Tran

Accurate epileptic seizure prediction from electroencephalography (EEG) remains challenging because pre-ictal dynamics may span long time horizons while clinically relevant signatu…