Affect recognition from scalp-EEG using channel-wise encoder networks coupled with geometric deep learning and multi-channel feature fusion.
Darshana PriyasadTharindu FernandoSimon DenmanSridha SridharanClinton FookesPublished in: Knowl. Based Syst. (2022)
Keyphrases
- multi channel
- deep learning
- feature fusion
- single channel
- affect recognition
- eeg signals
- unsupervised learning
- feature extraction
- machine learning
- multiple features
- pairwise
- signal processing
- data mining
- artificial intelligence
- brain activity
- brain computer interface
- independent component analysis
- pattern recognition
- emotional state
- affective states
- learning algorithm
- reinforcement learning
- physiological signals
- multiscale