| Tag |
First Indicator |
Second Indicator |
Subfields |
| LEADER |
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121227s1995 gw a o 000 0 eng d |
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20260422201351.7 |
| 020 |
|
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|a 9783642577604 (electronic bk.)
|
| 020 |
|
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|a 3642577601 (electronic bk.)
|
| 035 |
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|a (OCoLC)840292403
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| 040 |
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|
|a Müller, Berndt.
|
| 245 |
1 |
0 |
|a Neural Networks :
|b an Introduction /
|c by Berndt Müller, Joachim Reinhardt, Michael T. Strickland.
|
| 264 |
|
1 |
|a Berlin, Heidelberg :
|b Springer Berlin Heidelberg,
|c 1995.
|
| 300 |
|
|
|a 1 online resource (XV, 330 pages 100 illustrations)
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| 490 |
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|a Physics of Neural Networks, 0939-3145
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| 520 |
|
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|a Neural Networks 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 modeling, the reader is introduced to associative memory, preceptrons, feature-sensitive networks, learning strategies, and practical applications. - The second part covers more advanced subjects such as the 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. - In the self-contained final part, seven programs that provide practical demonstrations of neural-network models and their learning strategies are discussed. The software is included on a 3 1/2-inch MS-DOS diskette. The source code can be modified using Borland's TURBO-C 2.0 compiler, the Microsoft C compiler (5.0), or compatible compilers.
|
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|a Electronic resource.
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|a Artificial intelligence.
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| 650 |
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|0 (OCoLC)fst00817247
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| 650 |
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|a Neurosciences.
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| 650 |
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| 655 |
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7 |
|a Electronic books.
|2 local
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| 700 |
1 |
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|a Reinhardt, Joachim.
|
| 700 |
1 |
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|a Strickland, Michael T.
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| 710 |
2 |
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| 830 |
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|a Physics of neural networks.
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| 856 |
4 |
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|u http://proxy.library.tamu.edu/login?url=https://link.springer.com/10.1007/978-3-642-57760-4
|z Connect to the full text of this electronic book
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|a Texas A&M University
|b College Station
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|h Library of Congress classification
|
| 998 |
f |
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