Classification of individual trials based on the best independent component of EEG-recorded sentences.
Dik Kin WongMarcos Perreau GuimaraesE. Timothy UyPatrick SuppesPublished in: Neurocomputing (2004)
Keyphrases
- single trial
- eeg signals
- pattern recognition
- support vector machine
- active learning
- classification systems
- feature extraction
- decision trees
- natural language
- support vector
- feature vectors
- classification accuracy
- classification scheme
- machine learning
- benchmark datasets
- classification models
- principal component analysis
- brain computer interface
- event related
- pattern classification
- spectral features
- class labels
- image classification
- feature space
- polarity classification
- spatial filters
- machine learning algorithms
- document classification
- classification rules
- unsupervised learning
- training set
- feature selection