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E-mail Message: I thought you might be interested in this item at http://www.worldcat.org/oclc/42856076 Title: Neural smithing : supervised learning in feedforward artificial neural networks Author: Russell D Reed; Robert J Marks Publisher: Cambridge, Mass. : MIT Press, ©1999. ISBN/ISSN: 0585078386 9780585078380 OCLC:42856076

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Neural smithing : supervised learning in feedforward artificial neural networks

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Neural smithing : supervised learning in feedforward artificial neural networks

Author:	Russell D Reed; Robert J Marks
Publisher:	Cambridge, Mass. : MIT Press, ©1999.
Series:	Bradford book.
Edition/Format:	eBook : EnglishView all editions and formats
Rating:	(not yet rated) 0 with reviews - Be the first.

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Genre/Form:	Electronic books
Additional Physical Format:	Print version: Reed, Russell D. Neural smithing. Cambridge, Mass. : MIT Press, c1999 (DLC) 98013416 (OCoLC)38468402
Material Type:	Internet resource
Document Type:	Internet Resource, Computer File
All Authors / Contributors:	Russell D Reed; Robert J Marks Find more information about:
ISBN:	0585078386 9780585078380
OCLC Number:	42856076
Notes:	"A Bradford book."
Description:	1 online resource (viii, 346 p.) : ill.
Contents:	1. Introduction -- 2. Supervised learning -- 3. Single-layer networks -- 4. MLP representational capabilities -- 5. Back-propagation -- 6. Learning rate and momentum -- 7. Weight-initialization techniques -- 8. The error surface -- 9. Faster variations of back-propagation -- 10. Classical optimization techniques -- 11. Genetic algorithms and neural networks -- 12. Constructive methods -- 13. Pruning algorithms -- 14. Factors influencing generalization -- 15. Generalization prediction and assessment -- 16. Heuristics for improving generalization -- 17. Effects of training with noisy inputs.
Series Title:	Bradford book.
Responsibility:	Russell D. Reed and Robert J. Marks II.

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