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Item Details
| Title:
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NEURAL NETWORKS
AN INTRODUCTION |
| By: |
B. Muller, J. Reinhardt |
| Format: |
Hardback |
| List price:
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£32.00 |
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We currently do not stock this item, please contact the publisher directly for
further information.
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| ISBN 10: |
3540523804 |
| ISBN 13: |
9783540523802 |
| Publisher: |
SPRINGER-VERLAG BERLIN AND HEIDELBERG GMBH & CO. KG |
| Pub. date: |
17 October, 1990 |
| Edition: |
1990. Corr. 2nd Printing ed. |
| Pages: |
280 |
| Description: |
The concepts of neural-network models and techniques of parallel distributed processing are presented in this volume in an approach which includes a brief overview of the neural structure of the brain and the history of neural-network modelling. |
| Synopsis: |
The concepts of neural-network models and techniques of parallel distributed processing are comprehensively presented in a three-step approach. After a brief overview of the neural structure of the brain and the history of neural-network modelling, the reader is introduced to "neural" information processing, such as associative memory, perceptrons, feature-sensitive networks, learning strategies and practical applications. Part 2 covers more advanced subjects such as spin glasses, the mean-field theory of the Hopfield model, and the space of interactions in neural networks. The self-contained final part discusses seven programmes that provide practical demonstrations of neural-network models and their learning strategies. Software is included with the text on a 5 1/4-inch MS-DOS diskette and can be run using Borland's TURBO-C 2.0 compiler, the Microsoft C compiler (5.0), or compatible compilers. |
| Publication: |
Germany |
| Imprint: |
Springer-Verlag Berlin and Heidelberg GmbH & Co. K |
| Returns: |
Non-returnable |
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