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Neural Networks: An Introduction by Berndt Müller

Neural Networks: An Introduction

by Berndt Müller
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Book cover type: Paperback
  • ISBN13: 9783540602071
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 331
  • Original Price: EUR 49.99
  • Language: English
  • Edition: Updated
  • Item Weight: 586 grams
  • BISAC Subject(s): Data Science / Neural Networks and Artificial Intelligence / General

From the Back Cover
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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