Significance of Subject-Dependency for Imagined Speech Classification Using EEG.
Sandali Nisansa LiyanagoonawardenaAshan Thamara PalihakkaraDineth Navodya MudaligeChathura Jayasankha Uluwitike GamageAnjula C. De SilvaThashi ChangPublished in: ICIIS (2023)
Keyphrases
- eeg data
- eeg signals
- classification accuracy
- spectral features
- supervised learning
- feature extraction
- support vector
- pattern classification
- machine learning methods
- text classification
- feature vectors
- automatic classification
- classification models
- pattern recognition
- motor imagery
- classification scheme
- image classification
- independent component analysis
- classification algorithm
- feature set
- support vector machine
- sleep stage
- support vector machine svm
- classification method
- neural network
- feature selection
- learning algorithm