Understanding and Correcting Low-Frequency Bias in EEG Foundation Model

Junjie Yu, Zihan Deng, Jianyu Zhang +8

Increasing EEG pretraining data scale or model capacity does not consistently improve downstream performance. We identify a persistent low-frequency bias in representations learned…