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  ICA over Finite Fields

Gutch, H., Gruber, P., & Theis, F. (2010). ICA over Finite Fields. In V. Vigneron, V. Zarzoso, E. Moreau, R. Gribonval, & E. Vincent (Eds.), Latent Variable Analysis and Signal Separation (pp. 645-652). Heidelberg: Springer.

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Item Permalink: http://hdl.handle.net/11858/00-001M-0000-0029-129D-C Version Permalink: http://hdl.handle.net/11858/00-001M-0000-0029-129E-A
Genre: Book Chapter

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 Creators:
Gutch, Harold1, Author              
Gruber, Peter, Author
Theis, Fabian1, Author              
Affiliations:
1Department of Nonlinear Dynamics, Max Planck Institute for Dynamics and Self-Organization, Max Planck Society, ou_2063286              

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 Abstract: Independent Component Analysis is usually performed over the fields of reals or complex numbers and the only other field where some insight has been gained so far is GF(2), the finite field with two elements. We extend this to arbitrary finite fields, proving separability of the model if the sources are non-uniform and non-degenerate and present algorithms performing this task.

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Language(s): eng - English
 Dates: 2010
 Publication Status: Published in print
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Method: -
 Identifiers: eDoc: 528714
 Degree: -

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Title: Latent Variable Analysis and Signal Separation
Source Genre: Book
 Creator(s):
Vigneron, Vincent, Editor
Zarzoso, Vicente, Editor
Moreau, Eric, Editor
Gribonval, Rémi, Editor
Vincent, Emmanuel, Editor
Affiliations:
-
Publ. Info: Heidelberg : Springer
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 645 - 652 Identifier: -