Classification of multi-class motor imagery EEG using four band common spatial pattern.
Amama MahmoodRida ZainabRushda Basir AhmadMaryam SaeedAwais Mehmood KambohPublished in: EMBC (2017)
Keyphrases
- motor imagery
- multi class
- eeg signals
- brain computer interface
- eeg data
- multi class classification
- spatial patterns
- multi class classifier
- support vector machine
- multiclass classification
- multiple classes
- binary and multi class
- binary classifiers
- multi class boosting
- cost sensitive
- feature selection
- multi class svms
- pattern recognition
- error correcting output codes
- binary classification
- classification accuracy
- healthy subjects
- multi class problems
- single class
- pairwise
- binary classification problems
- independent component analysis
- blind source separation
- high dimensional
- machine learning
- multi class svm
- support vector
- decision trees
- pattern classification
- probabilistic boosting tree
- binary classification tasks
- pattern discovery
- brain activity