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

By Gustavo Deco,Dragan Obradovic

ISBN-10: 0387946667

ISBN-13: 9780387946665

a close formula of neural networks from the information-theoretic perspective. The authors convey how this angle presents new insights into the layout conception of neural networks. specifically they exhibit how those equipment will be utilized to the themes of supervised and unsupervised studying, together with function extraction, linear and non-linear self sufficient part research, and Boltzmann machines. Readers are assumed to have a simple realizing of neural networks, yet the entire proper recommendations from info conception are rigorously brought and defined. therefore, readers from different clinical disciplines, particularly cognitive scientists, engineers, physicists, statisticians, and computing device scientists, will locate this an exceptionally worthwhile 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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