Neural Network Analysis, Architectures and Applications

A Browne

$294

Hardback

Not in-store but you can order this
How long will it take?

Availability Information

We source books from suppliers in Australia and overseas. For books we don't currently have in stock, the time it takes to get them from our suppliers can vary widely - from a few days to a few months - so we check each book with each supplier to determine the expected time it will take to be supplied to us.

We then advise you accordingly. If the time taken to get any book is too long for you, you can let us know and we will cancel or adjust your order, and refund as required.

To find out the anticipated arrival time for specific items prior to ordering, please contact us by phone or email:

Phone +61 2 9264 3111, or 1800 4 BOOKS (1800 4 26657) if outside Sydney:
option 1 Abbey's Bookshop (Crime, History, Science, Kids & more) • info@abbeys.com.au
option 2 Language Book Centre (ESL & Foreign Languages) • language@abbeys.com.au
option 3 Galaxy Bookshop (Sci-fi, Fantasy, Romance, Graphic Novels) • sf@galaxybooks.com.au

QTY:

English

Institute of Physics Publishing
01 January 1997

Computer architecture & logic design; Neural networks & fuzzy systems

Neural Network Analysis, Architectures and Applications discusses the main areas of neural networks, with each authoritative chapter covering the latest information from different perspectives. Divided into three parts, the book first lays the groundwork for understanding and simplifying networks. It then describes novel architectures and algorithms, including pulse-stream techniques, cellular neural networks, and multiversion neural computing. The book concludes by examining various neural network applications, such as neuron-fuzzy control systems and image compression. This final part of the book also provides a case study involving oil spill detection. This book is invaluable for students and practitioners who have a basic understanding of neural computing yet want to broaden and deepen their knowledge of the field.

Edited by: A Browne
Imprint: Institute of Physics Publishing
Country of Publication: United Kingdom
Dimensions: Height: 234mm, Width: 156mm, Spine: 21mm
Weight: 589g
ISBN: 9780750304993
ISBN 10: 0750304995
Pages: 278
Publication Date: 01 January 1997
Audience: College/higher education , Professional and scholarly , Professional & Vocational , A / AS level , Further / Higher Education
Format: Hardback
Publisher's Status: Active

Part 1 Understanding and simplifying networks: Analyzing the internal representations of trained neural networks. Information maximization to simplify internal representation. Rule extraction from trained artificial neural networks. Part 2 Novel architectures and algorithms: Pulse-stream techniques and circuits for implementing neural networks. Cellular neural networks. Efficient training of feed-forward neural networks. Exploiting local optima in multiversion neural computing. Part 3 Applications: Neural and neuro-fuzzy control systems. Image compression using neural networks. Oil spill detection: a case study using recurrent artificial neural networks.

A Browne

LATEST DISCOUNTS & SALES: PROMOTIONS

Neural Network Analysis, Architectures and Applications

A Browne

$294

Hardback

See Also

Contact Abbeys

Contact Galaxy

Contact Language

Contact Us

About ABBEY'S