Download PDF by Mark Girolami: Advances in Independent Component Analysis (Perspectives in

By Mark Girolami

ISBN-10: 1852332638

ISBN-13: 9781852332631

self reliant part research (ICA) is a quick constructing quarter of excessive examine curiosity. Following on from Self-Organising Neural Networks: self sufficient part research and Blind sign Separation, this ebook stories the numerous advancements of the earlier year.
It covers subject matters corresponding to using hidden Markov tools, the independence assumption, and topographic ICA, and contains educational chapters on Bayesian and variational techniques. It additionally offers the newest methods to ICA difficulties, together with an research into definite "hard difficulties" for the first actual time.
Comprising contributions from the main revered and leading edge researchers within the box, this quantity could be of curiosity to scholars and researchers in laptop technology and electric engineering; study and improvement group of workers in disciplines resembling statistical modelling and information research; bio-informatic employees; and physicists and chemists requiring novel information research methods.

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Advances in Independent Component Analysis (Perspectives in Neural Computing) by Mark Girolami


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