MARC details
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06313cam a2200865Ma 4500 |
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ocm42856076 |
| 003 - CONTROL NUMBER IDENTIFIER |
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OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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20220712145438.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION |
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m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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cr cn||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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980211s1999 maua ob 001 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
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| Canceled/invalid LC control number |
98013416 |
| 040 ## - CATALOGING SOURCE |
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N$T |
| Language of cataloging |
eng |
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pn |
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OCL |
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OCLCQ |
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| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
0585078386 |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9780585078380 |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9780262282215 |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
0262282216 |
| Qualifying information |
(electronic bk.) |
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0262527014 |
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9780262527019 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Cancelled/invalid ISBN |
0262181908 |
| Qualifying information |
(hc ; |
| -- |
alk. paper) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Cancelled/invalid ISBN |
9780262181907 |
| Qualifying information |
(hc ; |
| -- |
alk. paper) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
0262292785 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9780262292788 |
| 029 1# - (OCLC) |
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| OCLC library identifier |
AU@ |
| System control number |
000051397851 |
| 029 1# - (OCLC) |
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AU@ |
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000053221367 |
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DEBBG |
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BV043089860 |
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DEBSZ |
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42365795X |
| 029 1# - (OCLC) |
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GBVCP |
| System control number |
800527712 |
| 029 1# - (OCLC) |
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| OCLC library identifier |
NZ1 |
| System control number |
13074293 |
| 035 ## - SYSTEM CONTROL NUMBER |
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| System control number |
(OCoLC)42856076 |
| Canceled/invalid control number |
(OCoLC)47920213 |
| -- |
(OCoLC)60690085 |
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(OCoLC)437427115 |
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(OCoLC)508274322 |
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(OCoLC)532440766 |
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(OCoLC)606014358 |
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(OCoLC)961610917 |
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(OCoLC)1007397063 |
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(OCoLC)1049759927 |
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(OCoLC)1097270158 |
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(OCoLC)1105736963 |
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(OCoLC)1123227270 |
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(OCoLC)1127944454 |
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(OCoLC)1135399553 |
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(OCoLC)1136176172 |
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(OCoLC)1159610474 |
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(OCoLC)1162254430 |
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(OCoLC)1162997330 |
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(OCoLC)1167479324 |
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(OCoLC)1188966337 |
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(OCoLC)1194825159 |
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(OCoLC)1286901083 |
| 037 ## - SOURCE OF ACQUISITION |
|---|
| Stock number |
4937 |
| Source of stock number/acquisition |
MIT Press |
| 037 ## - SOURCE OF ACQUISITION |
|---|
| Stock number |
9780262282215 |
| Source of stock number/acquisition |
MIT Press |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
QA76.87 |
| Item number |
.R44 1998eb |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
COM |
| Subject category code subdivision |
000000 |
| Source |
bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
|---|
| Classification number |
006.3/2 |
| Edition number |
21 |
| 049 ## - LOCAL HOLDINGS (OCLC) |
|---|
| Holding library |
MAIN |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Reed, Russell D. |
| 9 (RLIN) |
1294872 |
| 245 10 - TITLE STATEMENT |
|---|
| Title |
Neural smithing : |
| Remainder of title |
supervised learning in feedforward artificial neural networks / |
| Statement of responsibility, etc |
Russell D. Reed and Robert J. Marks II. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
|---|
| Place of publication, distribution, etc |
Cambridge, Mass. : |
| Name of publisher, distributor, etc |
MIT Press, |
| Date of publication, distribution, etc |
©1999. |
| 264 #4 - |
|---|
| -- |
©1999 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
1 online resource (viii, 346 pages) : |
| Other physical details |
illustrations |
| 336 ## - |
|---|
| -- |
text |
| -- |
txt |
| -- |
rdacontent |
| 337 ## - |
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| -- |
computer |
| -- |
c |
| -- |
rdamedia |
| 338 ## - |
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online resource |
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cr |
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rdacarrier |
| 347 ## - |
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text file |
| -- |
PDF |
| -- |
rda |
| 500 ## - GENERAL NOTE |
|---|
| General note |
"A Bradford book." |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references (pages 319-338) and index. |
| 505 00 - FORMATTED CONTENTS NOTE |
|---|
| Miscellaneous information |
1. |
| Title |
Introduction -- |
| Miscellaneous information |
2. |
| Title |
Supervised learning -- |
| Miscellaneous information |
3. |
| Title |
Single-layer networks -- |
| Miscellaneous information |
4. |
| Title |
MLP representational capabilities -- |
| Miscellaneous information |
5. |
| Title |
Back-propagation -- |
| Miscellaneous information |
6. |
| Title |
Learning rate and momentum -- |
| Miscellaneous information |
7. |
| Title |
Weight-initialization techniques -- |
| Miscellaneous information |
8. |
| Title |
The error surface -- |
| Miscellaneous information |
9. |
| Title |
Faster variations of back-propagation -- |
| Miscellaneous information |
10. |
| Title |
Classical optimization techniques -- |
| Miscellaneous information |
11. |
| Title |
Genetic algorithms and neural networks -- |
| Miscellaneous information |
12. |
| Title |
Constructive methods -- |
| Miscellaneous information |
13. |
| Title |
Pruning algorithms -- |
| Miscellaneous information |
14. |
| Title |
Factors influencing generalization -- |
| Miscellaneous information |
15. |
| Title |
Generalization prediction and assessment -- |
| Miscellaneous information |
16. |
| Title |
Heuristics for improving generalization -- |
| Miscellaneous information |
17. |
| Title |
Effects of training with noisy inputs. |
| 520 1# - SUMMARY, ETC. |
|---|
| Summary, etc |
"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. |
| 588 0# - |
|---|
| -- |
Print version record. |
| 546 ## - LANGUAGE NOTE |
|---|
| Language note |
English. |
| 590 ## - LOCAL NOTE (RLIN) |
|---|
| Local note |
eBooks on EBSCOhost |
| Provenance (VM) [OBSOLETE] |
EBSCO eBook Subscription Academic Collection - Worldwide |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Neural networks (Computer science) |
| 9 (RLIN) |
119965 |
| 650 #2 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Neural Networks, Computer |
| 9 (RLIN) |
699519 |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Réseaux neuronaux (Informatique) |
| 9 (RLIN) |
870003 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
COMPUTERS |
| General subdivision |
General. |
| Source of heading or term |
bisacsh |
| 9 (RLIN) |
851405 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Neural networks (Computer science) |
| Source of heading or term |
fast |
| -- |
(OCoLC)fst01036260 |
| 9 (RLIN) |
119965 |
| 650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Neurale netwerken. |
| Source of heading or term |
gtt |
| -- |
(NL-LeOCL)078602629 |
| 9 (RLIN) |
1134510 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Computer Science. |
| Source of heading or term |
hilcc |
| 9 (RLIN) |
57974 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Engineering & Applied Sciences. |
| Source of heading or term |
hilcc |
| 9 (RLIN) |
848960 |
| 653 ## - INDEX TERM--UNCONTROLLED |
|---|
| Uncontrolled term |
COMPUTER SCIENCE/Machine Learning & Neural Networks |
| 655 #0 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Electronic books. |
| 655 #4 - INDEX TERM--GENRE/FORM |
|---|
| Genre/form data or focus term |
Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Marks, Robert J., |
| Titles and other words associated with a name |
II |
| Fuller form of name |
(Robert Jackson), |
| Dates associated with a name |
1950- |
| 9 (RLIN) |
1294873 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
|---|
| Display text |
Print version: |
| Main entry heading |
Reed, Russell D. |
| Title |
Neural smithing. |
| Place, publisher, and date of publication |
Cambridge, Mass. : MIT Press, ©1999 |
| International Standard Book Number |
0262181908 |
| Record control number |
(DLC) 98013416 |
| -- |
(OCoLC)38468402 |
| 830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
|---|
| Uniform title |
Bradford book. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
|---|
| Uniform Resource Identifier |
<a href="https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=9366">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=9366</a> |
| 938 ## - |
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Askews and Holts Library Services |
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ASKH |
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AH37586750 |
| 938 ## - |
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Books 24x7 |
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B247 |
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bks00000939 |
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EBSCOhost |
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EBSC |
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9366 |
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YBP Library Services |
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YANK |
| -- |
2304874 |
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YBP Library Services |
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YANK |
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10835617 |
| 994 ## - |
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92 |
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INOPJ |
