Classifying EEG Using Incremental Support Vector Machine in BCIs.
Xiaoming ZhengBanghua YangXiang LiPeng ZanZheng DongPublished in: LSMS/ICSEE (2010)
Keyphrases
- brain computer interface
- support vector machine
- eeg signals
- motor imagery
- evoked potentials
- signal processing
- healthy subjects
- eeg data
- brain signals
- event related
- svm classifier
- incremental learning
- support vector machine svm
- support vector
- multi class
- brain activity
- event related potentials
- feature vectors
- data driven
- kernel methods
- machine learning
- training data
- kernel function
- k nearest neighbor
- incremental clustering
- incremental version
- svm classification
- feature selection
- stock market prediction
- radial basis function
- training set
- feature space
- soft margin
- incremental algorithms
- hyperplane
- learning algorithm
- multi class support vector machines