A pipeline VLSI design of fast singular value decomposition processor for real-time EEG system based on on-line recursive independent component analysis.
Kuan-Ju HuangWei-Yeh ShihJui-Chung ChangChih-Wei FengWai-Chi FangPublished in: EMBC (2013)
Keyphrases
- feature space
- feature set
- principal component analysis
- singular value decomposition
- independent component analysis
- vlsi design
- dimensionality reduction
- eeg data
- independent components
- dimension reduction
- feature selection
- feature extraction
- low dimensional
- principal components
- linear discriminant analysis
- low rank
- face images
- single channel
- factor analysis
- covariance matrix
- singular values
- blind source separation
- discriminant analysis
- signal processing
- design methodology
- least squares
- random projections
- negative matrix factorization
- control system
- support vector machine
- eeg signals
- data analysis
- video sequences
- neural network