Unsupervised EEG feature extraction based on echo state network.
Leilei SunBo JinHaoyu YangJianing TongChuanren LiuHui XiongPublished in: Inf. Sci. (2019)
Keyphrases
- echo state networks
- feature extraction
- discriminant projection
- recurrent neural networks
- pattern recognition
- unsupervised learning
- dimensionality reduction
- feature vectors
- support vector machine svm
- feature space
- image processing
- wavelet transform
- extracted features
- dimension reduction
- discriminant analysis
- feature set
- brain computer interface
- face recognition
- signal processing
- eeg signals
- principal component analysis
- semi supervised
- feature extraction and classification
- frequency domain
- event related
- healthy subjects
- manifold learning
- pattern classification
- feature selection
- supervised learning
- motor imagery
- computer vision
- linear feature extraction
- artificial neural networks
- feature fusion
- defect detection
- unsupervised manner
- feature representation
- neural network
- data driven
- high dimensional