Comparison of Feature Extraction Methods for EEG BCI Classification.
Tomas UktverisVacius JusasPublished in: ICIST (2015)
Keyphrases
- motor imagery
- brain computer interface
- eeg signals
- single trial
- eeg data
- healthy subjects
- feature space
- brain signals
- text classification
- support vector
- classification scheme
- pattern classification
- spatial filters
- decision trees
- pattern recognition
- machine learning
- signal processing
- automatic classification
- machine learning methods
- classification rules
- classification method
- classification systems
- unsupervised learning
- decision rules
- image classification
- supervised learning
- classification accuracy
- active learning
- feature vectors
- preprocessing
- event related
- classification process
- sleep stage
- benchmark datasets
- classification models
- classification algorithm
- machine learning algorithms
- support vector machine svm
- model selection
- support vector machine
- feature extraction
- face recognition
- computer vision