MISEP – Linear and Nonlinear ICA Based on Mutual Information

@inproceedings{Redol2000MISEPL,
  title={MISEP – Linear and Nonlinear ICA Based on Mutual Information},
  author={R. Alves Redol},
  year={2000}
}
  • R. Alves Redol
  • Published 2000
Linear Independent Components Analysis (ICA) has become an important signal processing and data analysis technique, the typical application being blind source separation in a wide range of signals, such as biomedical, acoustical and astrophysical ones. Nonlinear ICA is less developed, but has the potential to become at least as powerful. This paper presents MISEP, an ICA technique for linear and nonlinear mixtures, which is based on the minimization of the mutual information of the estimated… CONTINUE READING
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