EEG-fNIRS fusion and lightweight wearables target generalization

Current engineering work emphasizes EEG-fNIRS spatial/temporal alignment, participant-independent spatiotemporal models, and few-channel EEG designs. These efforts address cross-user performance, comfort, cost, and consumer deployment, but the available reports provide insufficient evidence to identify a definitive breakthrough.