Comparison of EEG signal decomposition methods in classification of motor-imagery BCI.
Eltaf AbdalsalamMohd Zuki YusoffAamir Saeed MalikMohammad Rida BahloulDalia MahmoudIbrahim Khalil AdamPublished in: Multim. Tools Appl. (2018)
Keyphrases
- motor imagery
- eeg signals
- brain computer interface
- decomposition methods
- eeg data
- signal processing
- online training
- healthy subjects
- brain activity
- brain signals
- event related potentials
- training support vector machines
- extracted features
- decomposition method
- kernel density estimators
- blind source separation
- np complete
- np hard
- feature vectors
- search space
- computational complexity
- pattern recognition
- hypertree decomposition
- feature selection
- computer vision
- neural network
- databases