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E-mail Message: I thought you might be interested in this item at http://www.worldcat.org/oclc/27145760 Title: Neural networks for statistical modeling Author: Murray Smith Publisher: New York : Van Nostrand Reinhold, 1993. ISBN/ISSN: 0442013108 9780442013103 OCLC:27145760

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Neural networks for statistical modeling

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Neural networks for statistical modeling

Author:	Murray Smith
Publisher:	New York : Van Nostrand Reinhold, 1993.
Edition/Format:	Print book : EnglishView all editions and formats
Rating:	(not yet rated) 0 with reviews - Be the first.
Subjects	Neural networks (Computer science) Mathematical statistics -- Computer simulation. Backpropagation-Algorithmus View all subjects
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Additional Physical Format:	Online version: Smith, Murray, 1944- Neural networks for statistical modeling. New York : Van Nostrand Reinhold, 1993 (OCoLC)651869990
Material Type:	Internet resource
Document Type:	Book, Internet Resource
All Authors / Contributors:	Murray Smith Find more information about:
ISBN:	0442013108 9780442013103
OCLC Number:	27145760
Description:	xiv, 235 pages : illustrations ; 23 cm
Contents:	Introduction -- 1. Mapping Functions -- 2. Basic Concepts -- 3. Error Derivatives -- 4. Learning Laws -- 5. Weight Initialization -- 6. The Course of Learning: An Example -- 7. Overfitting -- 8. Cross Validation -- 9. Preparing the Data -- 10. Representing Variables -- 11. Using the Model -- Appendix 1: Alternative Techniques -- Appendix 2: Error Derivatives -- Appendix 3: Computer Program -- Appendix 4: Answers to Exercises -- Appendix 5: Summary of Symbols.
Responsibility:	Murray Smith.
More information:	Inhaltstext

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