An introduction to the modeling of neural networks /

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Bibliographic Details
Author / Creator:	Peretto, Pierre
Imprint:	Cambridge [England] ; New York : Cambridge University Press, 1992.
Description:	xviii, 473 p. : ill. ; 24 cm.
Language:	English
Series:	Collection Aléa-Saclay 2
Subject:	Brain -- Computer simulation. Neural circuitry Neural circuitry. Neural networks (Computer science)
Format:	Print Book
URL for this record:	http://pi.lib.uchicago.edu/1001/cat/bib/1558512

Hidden Bibliographic Details
Other title:	Introduction to the modelling of neural networks.
ISBN:	0521414512 (hbk.) 0521424879 (pbk.)
Notes:	Includes bibliographical references (p. [421]-466) and index.

Table of Contents:

Preface
Acknowledgments
1. Introduction
2. The biology of neural networks: a few features for the sake of non-biologists
3. The dynamics of neural networks: a stochastic approach
4. Hebbian models of associative memory
5. Temporal sequences of patterns
6. The problem of learning in neural networks
7. Learning dynamics in 'visible' neural networks
8. Solving the problem of credit assignment
9. Self-organization
10. Neurocomputation
11. Neurocomputers
12. A critical view of the modeling of neural networks
References
Index

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