Extended ICA and M-CSP with BiLSTM towards improved classification of EEG signals.
Atta Ur RahmanAbdallah TubaishatFeras N. Al-ObeidatZahid HalimMadiha TahirFawad QayumPublished in: Soft Comput. (2022)
Keyphrases
- eeg signals
- signal processing
- feature extraction
- brain computer interface
- independent component analysis
- motor imagery
- healthy subjects
- constraint satisfaction problems
- eeg data
- pattern recognition
- image processing
- decision trees
- classification accuracy
- linear discriminant classifier
- image classification
- principal component analysis
- extracted features
- feature space
- brain activity
- machine learning
- constraint satisfaction
- support vector machine
- feature vectors
- preprocessing
- support vector
- computer vision
- brain signals