Neural smithing : supervised learning in feedforward artificial neural networks / Russell D. Reed and Robert J. Marks II.
1999
QA76.87 .R44 1998eb
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Details
Title
Neural smithing : supervised learning in feedforward artificial neural networks / Russell D. Reed and Robert J. Marks II.
Author
Reed, Russell D.
ISBN
0585078386 (electronic bk.)
9780585078380 (electronic bk.)
9780262282215 (electronic bk.)
0262282216 (electronic bk.)
0262527014
9780262527019
0262181908 (hc ; alk. paper)
9780262181907 (hc ; alk. paper)
9780585078380 (electronic bk.)
9780262282215 (electronic bk.)
0262282216 (electronic bk.)
0262527014
9780262527019
0262181908 (hc ; alk. paper)
9780262181907 (hc ; alk. paper)
Publication Details
Cambridge, Mass. : MIT Press, ©1999.
Copyright
©1999
Language
English
Description
1 online resource (viii, 346 pages) : illustrations
Call Number
QA76.87 .R44 1998eb
Dewey Decimal Classification
006.3/2
Summary
"Artificial neural networks are nonlinear mapping systems whose structure is loosely based on principles observed in the nervous systems of humans and animals. The basic idea is that massive systems of simple units linked together in appropriate ways can generate many complex and interesting behaviors. This book focuses on the subset of feedforward artificial neural networks called multilayer perceptions (MLP). These are the most widely used neural networks, with applications as diverse as finance (forecasting), manufacturing (process control), and science (speech and image recognition)." "This book presents an extensive and practical overview of almost every aspect of MLP methodology, progressing from an initial discussion of what MLPs are and how they might be used to an in-depth examination of technical factors affecting performance. The book can be used as a tool kit by readers interested in applying networks to specific problems, yet it also presents theory and references outlining the last ten years of MLP research."--Jacket.
Note
"A Bradford book."
Access Note
Access limited to authorized users.
Source of Description
OCLC-licensed vendor bibliographic record.
Added Author
Marks, Robert J.
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