EEG classification of emotions using emotion-specific brain functional network.
Venkateswarlu GonuguntlaGhufran ShafiqYubo WangKalyana C. VeluvoluPublished in: EMBC (2015)
Keyphrases
- eeg signals
- emotion classification
- eeg data
- functional connectivity
- emotion recognition
- brain activity
- classification accuracy
- physiological signals
- feature vectors
- brain computer interface
- signal processing
- brain activation
- pattern recognition
- electrical activity
- peer to peer
- feature extraction
- decision trees
- event related
- syntactic analysis
- functional magnetic resonance imaging
- motor imagery
- emotional state
- text classification
- support vector machine
- wireless sensor networks
- training set
- support vector
- emotional speech
- brain signals
- human emotion
- neural network
- event related potentials
- affective computing
- human behaviour
- healthy subjects
- virtual characters
- blind source separation
- extracted features
- face recognition
- feature selection