Comparison of signal decomposition methods in classification of EEG signals for motor-imagery BCI system.
Jasmin KevricAbdulhamit SubasiPublished in: Biomed. Signal Process. Control. (2017)
Keyphrases
- motor imagery
- eeg signals
- brain computer interface
- decomposition methods
- signal processing
- eeg data
- online training
- healthy subjects
- decomposition method
- non stationary
- training support vector machines
- spinal cord injury
- brain activity
- database theory
- pattern recognition
- extracted features
- constraint satisfaction problems
- multiresolution
- search space
- optimal solution
- training data
- single trial
- brain signals
- image processing
- event related potentials
- data mining