SVM Classification of EEG Signals for Brain Computer Interface.
Giovanni CostantiniMassimiliano TodiscoDaniele CasaliMassimo CarotaGiovanni SaggioLuigi BianchiM. AbbafatiLucia Rita QuitadamoPublished in: WIRN (2009)
Keyphrases
- svm classification
- brain computer interface
- eeg signals
- support vector machine
- motor imagery
- support vector machine svm
- healthy subjects
- kernel function
- brain activity
- classification accuracy
- support vector
- signal processing
- event related
- event related potentials
- brain signals
- svm classifier
- image classification
- multiclass classification
- eeg data
- evoked potentials
- fuzzy clustering
- single trial
- classification method
- data sets
- k nearest neighbor
- principal component analysis
- semi supervised
- image features
- feature selection