Single-trial EEG-based emotion recognition using kernel Eigen-emotion pattern and adaptive support vector machine.
Yi-Hung LiuChien-Te WuYung-Hwa KaoYa-Ting ChenPublished in: EMBC (2013)
Keyphrases
- support vector machine
- single trial
- physiological signals
- brain computer interface
- facial expressions
- kernel methods
- support vector
- kernel function
- emotional state
- spatial filters
- hand movements
- feature space
- feature selection
- eeg data
- multiscale
- training set
- multiresolution
- active learning
- pattern recognition
- signal processing
- video sequences