Neural Networks: An Introduction - Rilegato

Muller, B.; Reinhardt, J.

 
9783540523802: Neural Networks: An Introduction

Sinossi

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.

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Product Description

Book by Mller Berndt Reinhardt Joachim

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9783540602071: Neural Networks: An Introduction

Edizione in evidenza

ISBN 10:  3540602070 ISBN 13:  9783540602071
Casa editrice: Springer Verlag, 2013
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