Optimal Features for Cross Subject Classification of Imagined Left and Right Fist Movements using EEG Signals.
Sai Krishna Charitha TallapragadaAnish C. TurlapatyBalakrishna GokarajuEnoch SarkuPublished in: AIPR (2021)
Keyphrases
- eeg signals
- eeg data
- extracted features
- motor imagery
- feature vectors
- feature extraction
- signal processing
- brain computer interface
- classification accuracy
- classification method
- feature set
- spectral features
- classification models
- classification process
- svm classifier
- benchmark datasets
- healthy subjects
- image features
- feature subset
- support vector machine
- feature space
- support vector
- kernel density estimators
- linear discriminant classifier
- feature selection
- classification algorithm
- co occurrence
- similarity measure
- event related potentials
- machine learning
- data mining