A Hybrid SAE and CNN Classifier for Motor Imagery EEG Classification.
Xianlun TangJiwei YangHui WanPublished in: CSOS (2) (2018)
Keyphrases
- motor imagery
- eeg signals
- brain computer interface
- eeg data
- classification method
- classification scheme
- classification process
- support vector
- online training
- classification algorithm
- decision trees
- training data
- classification rate
- pattern recognition
- classification models
- blind source separation
- convolutional neural network
- image classification
- signal processing
- svm classifier
- feature selection
- healthy subjects
- classifier combination
- cellular neural networks
- feature set
- class labels
- extracted features
- pattern classification
- support vector machine
- binary classifiers
- training samples
- classification accuracy
- high dimensional
- feature space