Clustering of Spectral Patterns Based on EMD Components of EEG Channels with Applications to Neurophysiological Signals Separation.
Tomasz M. RutkowskiAndrzej CichockiToshihisa TanakaAnca L. RalescuDanilo P. MandicPublished in: ICONIP (1) (2008)
Keyphrases
- brain activity
- brain signals
- single channel
- frequency spectrum
- spectral features
- eeg signals
- empirical mode decomposition
- signal processing
- spectral analysis
- multi channel
- similar patterns
- clustering algorithm
- clustering method
- brain computer interface
- frequency band
- design patterns
- event related potentials
- eeg data
- spectral methods
- k means
- data mining techniques
- event related
- normalized cut
- distance measure
- blind separation
- physiological signals
- information preserving
- heart rate
- brain regions
- visual cortex
- wavelet decomposition
- document clustering
- independent component analysis
- multiresolution