XV, 329 S. Ex-library with stamp and library-signature. GOOD condition, some traces of use. C-02791 9783540602071 Sprache: Englisch Gewicht in Gramm: 1050.

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Detalles bibliogr�ficos

T�tulo

Neural networks. An introduction.

Editor

Berlin, Springer

Fecha de publicaci�n

1995

Idioma

Ingl�s

ISBN 10

3540602070

ISBN 13

9783540602071

Encuadernaci�n

Softcover

Edici�n

2. updated and corr. ed.

Cat�logos de vendedores

SA MATHEMATIK

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Sinopsis

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.

De la contraportada

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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Antiquariat Bookfarm
Germany

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