EEG classification for motor imagery BCI using phase-only features extracted by independent component analysis.
Muhammad Naveed Iqbal QureshiDongrae ChoBoreom LeePublished in: EMBC (2017)
Keyphrases
- motor imagery
- eeg data
- independent component analysis
- eeg signals
- blind source separation
- brain computer interface
- signal processing
- independent components
- extracted features
- principle component analysis
- online training
- principal component analysis
- single trial
- healthy subjects
- feature analysis
- factor analysis
- feature set
- feature space
- feature extraction
- image features
- brain signals
- event related potentials
- event related
- source separation
- feature vectors
- neural network
- spinal cord injury
- independent subspace analysis
- source signals
- image classification
- probabilistic model
- data analysis
- pattern recognition
- machine learning