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An Introduction
出版Springer Science & Business Media, 2012-12-06
主題Computers / Artificial Intelligence / GeneralScience / Physics / GeneralMedical / NeuroscienceScience / Physics / Mathematical & ComputationalComputers / Information TechnologyScience / Life Sciences / Neuroscience
ISBN36425776019783642577604
URLhttp://books.google.com.hk/books?id=on0QBwAAQBAJ&hl=&source=gbs_api
EBookSAMPLE
註釋Neural Networks presents concepts of neural-network models and techniques of parallel distributed processing in a three-step approach: - A brief overview of the neural structure of the brain and the history of neural-network modeling introduces to associative memory, preceptrons, feature-sensitive networks, learning strategies, and practical applications. - The second part covers subjects like statistical physics of spin glasses, the mean-field theory of the Hopfield model, and the "space of interactions" approach to the storage capacity of neural networks. - The final part discusses nine programs with practical demonstrations of neural-network models. The software and source code in C are on a 3 1/2" MS-DOS diskette can be run with Microsoft, Borland, Turbo-C, or compatible compilers.