EEG-based Emotion Decoding

EEG-based Emotion Decoding

  • Analyzed EEG data to predict emotional states using machine learning models
  • Extracted Phase-Locking Value (PLV) features across multiple frequency bands
  • Trained and evaluated Random Forest, SVM, and Logistic Regression models