Data-point and feature selection of motor imagery EEG signals for neural classification of cognitive tasks in car-driving.
Anuradha SahaAmit KonarPratyusha DasBasabdatta Sen BhattacharyaAtulya K. NagarPublished in: IJCNN (2015)
Keyphrases
- eeg signals
- motor imagery
- feature selection
- brain computer interface
- cognitive tasks
- data points
- linear discriminant classifier
- event related potentials
- signal processing
- eeg data
- brain activity
- nearest neighbor
- healthy subjects
- feature space
- support vector
- hyperplane
- dimensionality reduction
- extracted features
- neural network
- classification accuracy
- decision trees
- machine learning