ICA of fMRI data: Performance of three ICA algorithms and the importance of taking correlation information into account.
Wei DuHualiang LiXi-Lin LiVince D. CalhounTülay AdaliPublished in: ISBI (2011)
Keyphrases
- independent component analysis
- information sources
- theoretical analysis
- computationally efficient
- orders of magnitude
- blind source separation
- feature extraction
- keywords
- temporal information
- significant improvement
- spatial information
- user interaction
- information sharing
- contextual information
- machine learning algorithms
- independent components analysis
- structural information
- data sets
- information processing
- optimization problems
- information extraction
- end users
- domain knowledge
- preprocessing
- data structure
- decision trees
- learning algorithm
- neural network