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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
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
Publishing Place Berlin