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Download e-book for kindle: An Information-Theoretic Approach to Neural Computing by Gustavo Deco,Dragan Obradovic

By Gustavo Deco,Dragan Obradovic

ISBN-10: 0387946667

ISBN-13: 9780387946665

an in depth formula of neural networks from the information-theoretic perspective. The authors express how this attitude presents new insights into the layout thought of neural networks. specifically they show how those equipment will be utilized to the subjects of supervised and unsupervised studying, together with function extraction, linear and non-linear self reliant part research, and Boltzmann machines. Readers are assumed to have a uncomplicated figuring out of neural networks, yet the entire appropriate options from details thought are conscientiously brought and defined. for that reason, readers from various medical disciplines, significantly cognitive scientists, engineers, physicists, statisticians, and laptop 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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