EEG-FM-Compass: Progress, Benchmarking, and Future Directions for EEG Foundation Models

Dingkun Liu, Yuheng Chen, Zhu Chen +5

Electroencephalography (EEG) foundation models (FMs) have recently emerged as a promising paradigm for brain-computer interfaces, aiming to learn transferable neural representation…