Research Catalog

Neural networks : an introduction

Title
Neural networks : an introduction / B. Müller, J. Reinhardt.
Author
Müller, Berndt, 1950-
Publication
Berlin ; New York : Springer-Verlag, ©1990.

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Details

Additional Authors
Reinhardt, J. (Joachim), 1952-
Description
xiii, 266 pages : illustrations; 25 cm +
Series Statement
Physics of neural networks
Uniform Title
Physics of neural networks.
Subject
  • Neural networks (Computer science)
  • Neural circuitry
  • Models, Neurological
  • Nerve Net
  • Neural Networks, Computer
  • Informatique
  • Réseaux de neurones
  • Modèles
  • Neural circuitry
  • Neuronales Netz
  • Neurale netwerken
Note
  • Computer disk in pocket.
  • System requirements for disk: IBM AT, PS/2 or compatible; DOS 3.20; Borland's TURBO-C 2.0 compiler, Microsoft C compiler (5.0) or compatible.
  • Includes index.
Bibliography (note)
  • Includes bibliographical references.
Contents
Structure of the central nervous system; Associative memory; Stochastic neurons; Cybernetic networks; Multilayered perceptrons; Network architecture and generalization; Associative memory -- advanced learning strategies; Combinatorial optimization; VLSI and neural networks; Symmetrical networks with hidden neurons; Coupled neural networks; Unsupervised learning; Statistical physics and spin glasses; Hopfield network for p/N -> O; Hopfield network for finite p/N; Space interactions of neural networks.
ISBN
  • 3540523804
  • 9783540523802
  • 0387523804
  • 9780387523804
LCCN
90010105
OCLC
  • ocm22113073
  • 22113073
  • SCSB-9168762
Owning Institutions
Princeton University Library