Feature extraction for BCIs based on electromagnetic source localization and multiclass Filter Bank Common Spatial Patterns.
Aleksandr ZaitcevGreg G. CookWei LiuMartyn Nigel James PaleyElizabeth MilnePublished in: EMBC (2015)
Keyphrases
- multi class
- filter bank
- source localization
- brain computer interface
- feature extraction
- signal processing
- frequency domain
- subband
- wavelet transform
- feature selection
- feature vectors
- multiresolution
- image processing
- high frequency
- wireless sensor networks
- multiscale
- pattern recognition
- multiclass classification
- pairwise
- support vector machine
- low pass
- binary classifiers
- multiclass problems
- feature space
- cost sensitive
- principal component analysis
- sound source
- face recognition
- image compression
- wavelet coefficients
- machine learning
- speech signal
- palmprint
- kernel function
- maximum likelihood
- image classification
- neural network
- probabilistic model
- active learning