Three-class classification of motor imagery EEG data including "rest state" using filter-bank multi-class Common Spatial pattern.
T. ShiratoriH. TsubakidaA. IshiyamaYumie OnoPublished in: BCI (2015)
Keyphrases
- motor imagery
- multi class
- eeg data
- multi class classification
- filter bank
- multiple classes
- eeg signals
- brain computer interface
- multi class problems
- spatial patterns
- signal processing
- independent component analysis
- support vector machine
- multi class classifier
- binary classifiers
- subband
- pairwise
- frequency domain
- blind source separation
- multiresolution
- feature space
- support vector
- computer vision
- neural network
- learning algorithm
- brain activity
- class labels
- training set
- error correcting output codes
- image processing
- feature selection