Neural Network Analysis, Architectures and Applications - Hardcover

Hardcover

ISBN 10: 0750304995 ISBN 13: 9780750304993

Publisher: CRC Press, 1997

Synopsis

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.

About this title

About the Author

A Browne

From the Back Cover

This book discusses the main areas of neural networks, with each authoritative chapter covering the latest information from different perspectives. 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, and presents 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.

Edition details

• Publisher: CRC Press
• Publication date: 1997
• Language: English
• ISBN 10: 0750304995
• ISBN 13: 9780750304993
• Binding: Hardcover
• Edition number: 1
• Number of pages: 278
• Editor: Browne A