Emotional EEG classification using connectivity features and convolutional neural networks.
Seong-Eun MoonChun-Jui ChenCho-Jui HsiehJane-Ling WangJong-Seok LeePublished in: Neural Networks (2020)
Keyphrases
- eeg signals
- classification accuracy
- feature vectors
- feature extraction
- feature set
- classification models
- feature space
- convolutional neural networks
- classification method
- class labels
- extracted features
- extracting features
- classification process
- benchmark datasets
- svm classifier
- discriminative features
- text classification
- support vector machine svm
- pattern classification
- spectral features
- support vector machine
- high dimensionality
- pattern recognition
- image features
- decision trees
- feature values
- feature analysis
- eeg data
- brain computer interface
- feature representation
- feature selection algorithms
- feature subset
- image classification
- principal component analysis
- classification algorithm
- multiresolution
- motor imagery
- feature selection
- sleep stage