Hebbian Learning and Negative Feedback Networks

Fyfe Colin

ISBN 10: 1849969450 / ISBN 13: 9781849969451

Published by Springer, 2010

About this Item

PRINT ON DEMAND pp. xviii + 383.

Seller Inventory # 182142929

Bibliographic Details

• Title: Hebbian Learning and Negative Feedback Networks
• Publisher: Springer
• Publication Date: 2010
• Language: English
• ISBN 10: 1849969450
• ISBN 13: 9781849969451
• Binding: Soft cover
• Condition: New

About this title

Synopsis

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.

Review

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)