An improved discriminative filter bank selection approach for motor imagery EEG signal classification using mutual information.
Shiu KumarAlok SharmaTatsuhiko TsunodaPublished in: BMC Bioinform. (2017)
Keyphrases
- motor imagery
- filter bank
- mutual information
- brain computer interface
- subband
- image coding
- signal processing
- eeg signals
- feature selection
- multiscale
- multiresolution
- perfect reconstruction
- low pass
- image registration
- frequency domain
- wavelet packet
- image compression
- wavelet filters
- spinal cord injury
- feature extraction
- reconstruction error
- eeg data
- similarity measure
- high frequency
- wavelet transform
- neural network
- optimal filter
- computationally efficient
- brain activity
- lifting scheme
- computational complexity
- dimensionality reduction
- image classification
- image representation