Reading True Emotions: Subject-independent multi-channel voting for EEG-based emotion recognition using wavelet scattering deep network and advanced signal metrics

To improve subject-independent EEG emotion recognition , this study introduces a method using Wavelet Scattering Transform on unsegmented signals. By combining WST features with LDA and KNN, it achieves robust classification without high computational costs