Interpretable SincNet-based Deep Learning for Emotion Recognition from EEG brain activity.
Juan Manuel Mayor TorresMirco RavanelliSara E. Medina-DeVilliersMatthew D. LernerGiuseppe RiccardiPublished in: CoRR (2021)
Keyphrases
- brain activity
- deep learning
- emotion recognition
- eeg signals
- unsupervised learning
- audio visual
- human computer interaction
- brain computer interface
- facial expressions
- human subjects
- sentiment analysis
- machine learning
- eeg data
- signal processing
- emotional state
- affective states
- image processing
- functional magnetic resonance imaging
- epileptic seizures
- semantic information
- image data
- multiscale
- training data
- high level
- computer vision