Ontology highlight
ABSTRACT:
SUBMITTER: Lee S
PROVIDER: S-EPMC4309392 | biostudies-literature | 2015 Apr
REPOSITORIES: biostudies-literature
Lee Seonjoo S Caffo Brian S BS Lakshmanan Balaji B Pham Dzung L DL
Journal of statistical computation and simulation 20150401 6
Independent component analysis (ICA) is a popular blind source separation technique used in many scientific disciplines. Current ICA approaches have focused on developing efficient algorithms under specific ICA models, such as instantaneous or convolutive mixing conditions, intrinsically assuming temporal independence or autocorrelation of the sources. In practice, the true model is not known and different ICA algorithms can produce very different results. Although it is critical to choose an IC ...[more]