A. Kotwal

Attention-augmented CNN-LSTM framework for EEG-based spatiotemporal emotion recognition

EEG emotion recognition offers a direct path to the analysis of affective brain states. This work presents an attention-enhanced CNN-LSTM model for emotion recognition from EEG in the SEED benchmark dataset (three classes: positive, neutral, negative). The suggested method combines Power Spectral Density (PSD), Differe...