High-Order Contrasts for Independent Component Analysis

Abstract

This article considers high-order measures of independence for the independent component analysis problem and discusses the class of Jacobi algorithms for their optimization. Several implementations are discussed. We compare the proposed approaches with gradient-based techniques from the algorithmic point of view and also on a set of biomedical data.

Showing 1-10 of 28 references

Cumulant tensors

  • P Comon
  • 1997
Highly Influential
1 Excerpt

High order contrasts for self-adaptive source separation

  • E Moreau, O Macchi
  • 1996
Highly Influential
1 Excerpt

Received February

  • 1998
Showing 1-10 of 414 extracted citations
050100'02'04'06'08'10'12'14'16
Citations per Year

891 Citations

Semantic Scholar estimates that this publication has received between 737 and 1,074 citations based on the available data.

See our FAQ for additional information.