Electroencephalogram signal classification for brain computer interfaces using wavelets and support vector machines.
Francesc BenimeliKen SharmanPublished in: ESANN (2007)
Keyphrases
- brain computer interface
- support vector
- signal processing
- learning machines
- large margin classifiers
- evoked potentials
- eeg signals
- healthy subjects
- multiresolution
- brain signals
- event related
- brain activity
- motor imagery
- kernel function
- support vector machine
- event related potentials
- feature selection
- multimodal interaction
- computer screen
- image processing
- image compression
- wavelet transform
- eeg data
- generalization ability
- classification accuracy
- multiscale
- feature extraction
- pattern recognition
- spinal cord injury
- radial basis function
- independent component analysis
- visuo motor