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Gutch, H.W.* ; Gruber, P.* ; Theis, F.J.

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)
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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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Publikationstyp Artikel: Konferenzbeitrag
ISBN 364215994X
Konferenztitel Latent variable analysis and signal separation : 9th international conference
Konferzenzdatum 27-30 September 2010
Konferenzort St. Malo, France
Konferenzband Proceedings
Quellenangaben Band: 6365, Heft: , Seiten: 645-652 Artikelnummer: , Supplement: ,
Verlag Springer
Verlagsort Berlin