Read e-book online An Information-Theoretic Approach to Neural Computing PDF

By Gustavo Deco,Dragan Obradovic

an in depth formula of neural networks from the information-theoretic point of view. The authors express how this attitude presents new insights into the layout thought of neural networks. particularly they reveal how those tools will be utilized to the subjects of supervised and unsupervised studying, together with characteristic extraction, linear and non-linear self sustaining part research, and Boltzmann machines. Readers are assumed to have a easy realizing of neural networks, yet all of the correct suggestions from info concept are rigorously brought and defined. for this reason, readers from different medical disciplines, particularly cognitive scientists, engineers, physicists, statisticians, and desktop scientists, will locate this a very useful creation to this topic.

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An Information-Theoretic Approach to Neural Computing (Perspectives in Neural Computing) by Gustavo Deco,Dragan Obradovic

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