One Class SVM and Canonical Correlation Analysis increase performance in a c-VEP based Brain-Computer Interface (BCI).
Martin SpülerWolfgang RosenstielMartin BogdanPublished in: ESANN (2012)
Keyphrases
- canonical correlation analysis
- brain computer interface
- motor imagery
- event related
- healthy subjects
- least squares
- canonical correlations
- multivariate statistical
- evoked potentials
- partial least squares
- signal processing
- equivalence relationship
- eeg signals
- frequency ranges
- multi class
- brain activity
- dimension reduction
- singular value decomposition
- neural network
- data sets