Advances in Independent Component Analysis (Perspectives in by Mark Girolami

By Mark Girolami

autonomous part research (ICA) is a quick constructing sector of excessive examine curiosity. Following on from Self-Organising Neural Networks: autonomous part research and Blind sign Separation, this ebook stories the numerous advancements of the prior year.
It covers subject matters equivalent to using hidden Markov equipment, the independence assumption, and topographic ICA, and contains educational chapters on Bayesian and variational techniques. It additionally offers the most recent ways to ICA difficulties, together with an research into convinced "hard difficulties" for the first actual time.
Comprising contributions from the main revered and leading edge researchers within the box, this quantity may be of curiosity to scholars and researchers in computing device technology and electric engineering; learn and improvement team of workers in disciplines corresponding to statistical modelling and information research; bio-informatic staff; and physicists and chemists requiring novel info research methods.

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