Gustavo Deco,Dragan Obradovic's An Information-Theoretic Approach to Neural Computing PDF

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 attitude offers new insights into the layout concept of neural networks. particularly they exhibit how those tools can be utilized to the themes 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 figuring out of neural networks, yet all of the suitable techniques from info thought are rigorously brought and defined. as a result, readers from different clinical disciplines, particularly cognitive scientists, engineers, physicists, statisticians, and laptop scientists, will locate this an incredibly invaluable advent 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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