Binary DE-Based Channel Selection and Weighted Ensemble of SVM Classification for Novel Brain-Computer Interface Using Devanagari Script-Based P300 Speller Paradigm.
Rahul Kumar ChaurasiyaNarendra D. LondheSubhojit GhoshPublished in: Int. J. Hum. Comput. Interact. (2016)
Keyphrases
- brain computer interface
- svm classification
- motor imagery
- event related potentials
- support vector machine
- signal processing
- support vector
- support vector machine svm
- kernel function
- event related
- image classification
- svm classifier
- brain signals
- healthy subjects
- brain activity
- eeg signals
- pattern recognition
- evoked potentials
- classification method
- ensemble learning
- ensemble methods
- classification accuracy
- data mining
- cross validation
- training set
- similarity measure