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Hebbian Learning and Negative Feedback Networks
Colin Fyfe
€ 202.01
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Description for Hebbian Learning and Negative Feedback Networks
Hardback. A monograph on artificial neural networks which use Hebbian learning, covering a range of real experiments and which displays how it's approaches can be applied to analyse real problems. It brings together a range of concepts into a coherent whole. Series: Advanced Information and Knowledge Processing. Num Pages: 383 pages, 61 black & white tables, biography. BIC Classification: UYQ. Category: (P) Professional & Vocational. Dimension: 242 x 164 x 28. Weight in Grams: 756.
This book is the outcome of a decade’s research into a speci?c architecture and associated learning mechanism for an arti?cial neural network: the - chitecture involves negative feedback and the learning mechanism is simple Hebbian learning. The research began with my own thesis at the University of Strathclyde, Scotland, under Professor Douglas McGregor which culminated with me being awarded a PhD in 1995 [52], the title of which was “Negative Feedback as an Organising Principle for Arti?cial Neural Networks”. Naturally enough, having established this theme, when I began to sup- vise PhD students of my own, we continued to develop ... Read more
This book is the outcome of a decade’s research into a speci?c architecture and associated learning mechanism for an arti?cial neural network: the - chitecture involves negative feedback and the learning mechanism is simple Hebbian learning. The research began with my own thesis at the University of Strathclyde, Scotland, under Professor Douglas McGregor which culminated with me being awarded a PhD in 1995 [52], the title of which was “Negative Feedback as an Organising Principle for Arti?cial Neural Networks”. Naturally enough, having established this theme, when I began to sup- vise PhD students of my own, we continued to develop ... Read more
Product Details
Format
Hardback
Publication date
2004
Publisher
Springer London Ltd United Kingdom
Number of pages
383
Condition
New
Series
Advanced Information and Knowledge Processing
Number of Pages
383
Place of Publication
England, United Kingdom
ISBN
9781852338831
SKU
V9781852338831
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Hebbian Learning and Negative Feedback Networks
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." ... Read more