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English
Norway
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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
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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