Foundation Model Guided Dual-Branch Co-Adaptation for Source-Free EEG Decoding

Peiliang Gong, Han Zhang, Zhen Jiang +5

Source-free domain adaptation (SFDA) provides a practical solution to cross-subject EEG decoding by adapting source-pretrained models to unlabeled target domains without accessing…