Interpretable SincNet-based Deep Learning for Emotion Recognition from EEG brain activity.
Juan Manuel Mayor TorresMirco RavanelliSara E. Medina-DeVilliersMatthew D. LernerGiuseppe RiccardiPublished in: EMBC (2021)
Keyphrases
- brain activity
- deep learning
- emotion recognition
- eeg signals
- audio visual
- brain computer interface
- facial expressions
- unsupervised learning
- human computer interaction
- sentiment analysis
- machine learning
- human subjects
- multiscale
- emotional state
- eeg data
- functional magnetic resonance imaging
- multi modal
- pattern recognition
- feature extraction
- decision making