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An introduction to neural networks

Author: Kevin Gurney
Publisher: London : UCL Press, 1997.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

Offers explanation of the technical aspects of the Neural Networks. This book provides comprehensive coverage of the following key areas: artificial neurons as models of their real counterparts; the  Read more...

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Document Type: Book
All Authors / Contributors: Kevin Gurney
ISBN: 1857286731 9781857286731 1857285034 9781857285031
OCLC Number: 37875698
Description: xi, 234 pages : illustrations ; 24 cm
Contents: ch. 1. Neural networks: an overview --
ch. 2. Real and artificial neurons --
ch. 3. TLUs, linear separability and vectors --
ch. 4. Training TLUs, : the perceptron rule --
ch. 5. Delta rule --
ch. 6. Multilayer nets and backpropagation --
ch. 7. Associative memories: the Hopfield net --
ch. 8. Self-organization --
ch. 9. Adaptive resonance theory: ART --
ch. 10. Nodes, nets and algorithms: further alternatives --
ch. 11. Taxonomies, contexts and hierarchies.
Responsibility: Kevin Gurney.
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