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Om boken
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...Vis mer
Om boken
ISBN
9781857285031
Forlag
UCL Press
Publiseringsår
1997
Språk
Engelsk
Originaltittel
An introduction to neural networks
Format
Frakt og retur
Frakt
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