Neural networks. An introduction.

Müller, Berndt:

ISBN 10: 3540602070 / ISBN 13: 9783540602071

Edité par Berlin, Springer, 1995

A propos de cet article

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.

N° de réf. du vendeur 2488672

Détails bibliographiques

• Titre: Neural networks. An introduction.
• Éditeur: Berlin, Springer
• Date de parution: 1995
• Langue: anglais
• ISBN à 10 chiffres: 3540602070
• ISBN à 13 chiffres: 9783540602071
• Reliure: Softcover
• Édition: 2. updated and corr. ed.
• Poids: 1050 grammes
• Catalogues du vendeur:
  • SA MATHEMATIK

A propos de ce titre

Synopsis

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.