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An Introduction to Neural Networks - Kevin Gurney

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An Introduction to Neural Networks

Name: An Introduction to Neural Networks
Brand: UCL PR
Price: 136.5 AUD
Availability: BackOrder

By: Kevin Gurney

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Paperback | 5 August 1997 | Edition Number 1

At a Glance

Paperback
246 Pages

Dimensions(cm)
22.7 x 15.3 x 1.4

Paperback

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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 clarified within a hierarchical description of its operation. The book also includes several real-world examples to provide a concrete focus. This should enhance its appeal to those involved in the design, construction and management of networks in commercial environments and who wish to improve their understanding of network simulator packages. As a comprehensive and highly accessible introduction to one of the most important topics in cognitive and computer science, this volume should interest a wide range of readers, both students and professionals, in cognitive science, psychology, computer science and electrical engineering.

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You Can Find This Book In

Non-Fiction Computing & I.T.Computer Science Artificial Intelligence Neural Networks & Fuzzy Systems Engineering & Technology Electronics & Communications Engineering Electronics Engineering Computer Networking & Communications Systems Analysis & Design Operating Systems

Neural Net - A Preliminary Discussion
The von Neumann Machine and The Symbolic Paradigm
Real Neurons - A Review
Artificial neurons
Non- binary signal communication
Introducing Time
Network Features
Alternative Node Types
Cubic Nodes and Reward
Penalty Training
Drawing Things Together - Some Perspectives
Table of Contents provided by Publisher. All Rights Reserved.

An Introduction to Neural Networks

At a Glance

Paperback

Shipping

How to return your order

Defective items

You Can Find This Book In

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