B. Hamdan

SCROSS: state‐aware cross‐subject emotion recognition method via incremental Riemannian alignment and contrastive learning

SCROSS is proposed, a state-aware cross-subject EEG emotion recognition method that provides early and calibration-free inference by capturing the hidden state of consecutive EEG segments and the model’s prediction history and uses incremental Riemannian alignment to reduce inter-subject distribution mismatch and contr...