Feature Space Reduction for Single Trial EEG Classification based on Wavelet Decomposition.
Soroosh ShahtalebiArash MohammadiPublished in: EMBC (2019)
Keyphrases
- single trial
- wavelet decomposition
- feature space
- spatial filters
- feature vectors
- brain computer interface
- active learning
- eeg data
- healthy subjects
- classification accuracy
- hand movements
- multiresolution
- subband
- event related
- training set
- wavelet transform
- wavelet domain
- multiscale
- eeg signals
- feature extraction
- wavelet coefficients
- high frequency
- filter bank
- feature set
- image classification
- high dimensional
- principal component analysis
- denoising
- computational complexity
- pattern recognition
- similarity measure