Hebbian Learning and Negative Feedback Networks (Advanced Information and Knowledge Processing)

Colin Fyfe

ISBN 10: 1849969450 / ISBN 13: 9781849969451

Editore: Springer, 2004

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401 pages. 9.13x6.06x1.02 inches. In Stock. Codice articolo zk1849969450

Dati bibliografici

Titolo: Hebbian Learning and Negative Feedback ...

Casa editrice: Springer

Data di pubblicazione: 2004

Legatura: Paperback

Condizione: Brand New

Descrizione articolo

Riassunto:

A state of the art specialist monograph on artificial neural networks which use Hebbian learning, covering a wide range of real experiments and which displays how it’s approaches can be applied to analyse real problems. The book has a thorough approach and brings together a wide range of concepts into a coherent whole. Colin Fyfe writes with authority, and is a well-known, experienced researcher who has led a team working in this area at Paisley.

Recensione:

From the reviews of the first edition:

"This book is concerned with developing unsupervised learning procedures and building self organizing network modules that can capture regularities of the environment. ... the book provides a detailed introduction to Hebbian learning and negative feedback neural networks and is suitable for self-study or instruction in an introductory course." (Nicolae S. Mera, Zentralblatt MATH, Vol. 1069, 2005)