Neural Networks: An Introduction
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.
1129868563
Neural Networks: An Introduction
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.
54.99
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Neural Networks: An Introduction
331
Neural Networks: An Introduction
331Paperback(2nd updated and corr. ed.)
$54.99
54.99
In Stock
Product Details
| ISBN-13: | 9783540602071 |
|---|---|
| Publisher: | Springer Berlin Heidelberg |
| Publication date: | 09/18/2002 |
| Series: | Physics of Neural Networks |
| Edition description: | 2nd updated and corr. ed. |
| Pages: | 331 |
| Product dimensions: | 6.10(w) x 9.25(h) x 0.04(d) |
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