Neural Networks An Introduction |
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| Editor:
| Van Hemmen, J. L.
Domany, E.
Strickland, M. T.
Schulten, Klaus |
| Author:
| Müller, Berndt
Reinhardt, Joachim |
| Series title: | Physics of Neural Networks Ser. |
| ISBN: | 978-3-540-60207-1 |
| Publication Date: | Jan 1995 |
| Publisher: | Springer
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| Book Format: | Paperback |
| List Price: | AUD $180.95 |
Book Description:
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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...
More Description 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.