Test-Time Adaptation for EEG Foundation Models: A Systematic Study under Real-World Distribution Shifts

Gabriel Jason Lee, Jathurshan Pradeepkumar, Jimeng Sun

Electroencephalography (EEG) foundation models have shown strong potential for learning generalizable representations from large-scale neural data, yet their clinical deployment is…