Subject independent affective states classification using EEG signals.
Haiyan XuKonstantinos N. PlataniotisPublished in: GlobalSIP (2015)
Keyphrases
- eeg signals
- signal processing
- motor imagery
- affective states
- eeg data
- classification accuracy
- pattern recognition
- kernel density estimators
- support vector machine
- support vector
- brain computer interface
- brain signals
- image classification
- extracted features
- linear discriminant classifier
- brain activity
- electrical activity
- multi modal
- machine learning
- feature vectors
- high dimensional
- image processing
- computer vision