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as soon as is submitted to ZB.
ICA over finite fields.
In: Proceedings (Latent variable analysis and signal separation : 9th international conference, 27-30 September 2010, St. Malo, France). Berlin: Springer, 2010. 645-652 ( ; 6365)
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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Publication type
Article: Conference contribution
Editors
Vigneron, V.* ; Zarzoso, V.* ; Moreau, E.*
ISBN
364215994X
Conference Title
Latent variable analysis and signal separation : 9th international conference
Conference Date
27-30 September 2010
Conference Location
St. Malo, France
Proceedings Title
Proceedings
Quellenangaben
Volume: 6365,
Pages: 645-652
Publisher
Springer
Publishing Place
Berlin
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