Neural Network Learning and Expert Systems (Bradford Books)

Gallant, Stephen T

ISBN 10: 0262071452 / ISBN 13: 9780262071451

Published by Bradford Book (edition Illustrated), 1993

About this Item

It's a well-cared-for item that has seen limited use. The item may show minor signs of wear. All the text is legible, with all pages included. It may have slight markings and/or highlighting.

Seller Inventory # 0262071452-11-1

Bibliographic Details

• Title: Neural Network Learning and Expert Systems (Bradford Books)
• Publisher: Bradford Book (edition Illustrated)
• Publication Date: 1993
• Language: English
• ISBN 10: 0262071452
• ISBN 13: 9780262071451
• Binding: Hardcover
• Edition: Illustrated.
• Condition: Very Good

About this title

Synopsis

Neural Network Learning and Expert Systems is the first book to present a unified and in-depth development of neural network learning algorithms and neural network expert systems. Especially suitable for students and researchers in computer science, engineering, and psychology, this text and reference provides a systematic development of neural network learning algorithms from a computational perspective, coupled with an extensive exploration of neural network expert systems which shows how the power of neural network learning can be harnessed to generate expert systems automatically.

Features include a comprehensive treatment of the standard learning algorithms (with many proofs), along with much original research on algorithms and expert systems. Additional chapters explore constructive algorithms, introduce computational learning theory, and focus on expert system applications to noisy and redundant problems.

For students there is a large collection of exercises, as well as a series of programming projects that lead to an extensive neural network software package. All of the neural network models examined can be implemented using standard programming languages on a microcomputer.

About the Author

Stephen l. Gallant taught courses in neural network learning and expert systems as Associate Professor of Computer Science at Northeastern University. He is currently a Senior Scientist at HNC, Inc.