Relevant EEG features for the classification of spontaneous motor-related tasks.
José del R. MillánMarco FranzéJosep MouriñoFebo CincottiFabio BabiloniPublished in: Biol. Cybern. (2002)
Keyphrases
- eeg signals
- classification accuracy
- feature vectors
- feature set
- classification method
- classification models
- feature extraction
- classification process
- spectral features
- feature space
- feature analysis
- svm classifier
- discriminative features
- class labels
- extracting features
- closely related
- support vector machine
- feature values
- extracted features
- decision trees
- support vector machine svm
- gender classification
- features extraction
- image features
- pattern recognition
- feature selection
- high dimensionality
- eeg data
- motor imagery
- classification scheme
- benchmark datasets
- feature representation
- feature selection algorithms
- machine learning
- false positives
- image classification
- feature reduction
- low level
- supervised classifiers
- sequence labeling
- face recognition
- visuo motor
- supervised machine learning algorithms