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An introduction to neural networks

Paperback • 1997 • English

An introduction to neural networks

By Gurney, Kevin

0 Ratings • 0.0 of 5

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About the book

Though mathematical ideas underpin the study of neural networks, the author presents the fundamentals without the full mathematical apparatus. All aspects of the field are tackled, including artificial neurons as models of their real counterparts; the geometry of network action in pattern space; gradient descent methods, including back-propagation; associative memory and Hopfield nets; and self-organization and feature maps. The traditionally difficult topic of adaptive resonance theory is clari...Show more

Optimization
Machine learning
Neural networks and fuzzy systems

Book details

ISBN

9781857285031

Publisher

UCL Press

Published year

1997

Language

English

Original title

An introduction to neural networks

Format

Paperback

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