Cover image for An introduction to neural networks
Title:
An introduction to neural networks
Author:
Gurney, Kevin (Kevin N.)
ISBN:
9781315273570

9781351992947
Physical Description:
1 online resource (xi, 234 pages).
Contents:
chapter 1 Neural networks—an overview -- chapter 2 Real and artificial neurons -- chapter 3 TLUs, linear separability and vectors -- chapter 4 Training TLUs: the perceptron rule -- chapter 5 The delta rule -- chapter 6 Multilayer nets and backpropagation -- chapter 7 Associative memories: the Hopfield net -- chapter 8 Self-organization -- chapter 9 Adaptive resonance theory: ART -- chapter 10 Nodes, nets and algorithms: further alternatives -- chapter 11 Taxonomies, contexts and hierarchies.
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E-Book 539512-1001 QA76.87 .G87 1997
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