NeurDuo-EEG: A Long-Sequence EEG Foundation Model with Persistent State and Explicit Memory

Yifan Wang, Haiping Liu, Yang Cui +13

Electroencephalography (EEG) is recorded continuously over hours, with relevant dynamics spanning timescales from milliseconds to hours. Most EEG foundation models nevertheless pro…