Multi-classification for EEG motor imagery signals using data evaluation-based auto-selected regularized FBCSP and convolutional neural network.
Yang AnHak-Keung LamSai Ho LingPublished in: Neural Comput. Appl. (2023)
Keyphrases
- eeg data
- eeg signals
- motor imagery
- brain activity
- data sets
- brain computer interface
- pattern recognition
- image classification
- image processing
- support vector
- feature space
- classification accuracy
- signal processing
- convolutional neural network
- single trial
- healthy subjects
- decision rules
- principal component analysis
- data analysis
- training data
- machine learning