MARC details
000 -LEADER |
fixed length control field |
06450cam a2201009Ma 4500 |
001 - CONTROL NUMBER |
control field |
ocm47009743 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
OCoLC |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20220712161759.0 |
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION |
fixed length control field |
m o d |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
fixed length control field |
cr cn||||||||| |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
010322s1990 maua ob 001 0 eng d |
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
LC control number |
89313418 |
040 ## - CATALOGING SOURCE |
Original cataloging agency |
N$T |
Language of cataloging |
eng |
Description conventions |
pn |
Transcribing agency |
N$T |
Modifying agency |
OCL |
-- |
OCLCQ |
-- |
YDXCP |
-- |
OCLCQ |
-- |
IEEEE |
-- |
OCLCF |
-- |
NLGGC |
-- |
OCLCQ |
-- |
UAU |
-- |
HRM |
-- |
OCLCQ |
-- |
AGLDB |
-- |
OCLCQ |
-- |
VTS |
-- |
MERER |
-- |
OCLCQ |
-- |
AU@ |
-- |
REC |
-- |
MITPR |
-- |
STF |
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LEAUB |
-- |
HS0 |
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EBLCP |
-- |
UKSSU |
-- |
LDP |
-- |
UKBTH |
-- |
LUN |
-- |
OCLCO |
-- |
FVL |
-- |
OCLCO |
016 ## - NATIONAL BIBLIOGRAPHIC AGENCY CONTROL NUMBER |
Record control number |
000006777903 |
Source |
AU |
019 ## - |
-- |
827012851 |
-- |
910217107 |
-- |
1057938162 |
-- |
1058138959 |
-- |
1109034744 |
-- |
1128470422 |
-- |
1150188750 |
-- |
1154995278 |
-- |
1156867981 |
-- |
1167165873 |
-- |
1241858328 |
-- |
1280230444 |
-- |
1281460410 |
-- |
1298858010 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
0585359342 |
Qualifying information |
(electronic bk.) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9780585359342 |
Qualifying information |
(electronic bk.) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
0262276550 |
Qualifying information |
(electronic bk.) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9780262276559 |
Qualifying information |
(electronic bk.) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
Cancelled/invalid ISBN |
0262100452 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
Cancelled/invalid ISBN |
9780262100458 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9780262519243 |
Qualifying information |
(print) |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
0262519240 |
029 1# - (OCLC) |
OCLC library identifier |
AU@ |
System control number |
000051284726 |
029 1# - (OCLC) |
OCLC library identifier |
AU@ |
System control number |
000051397841 |
029 1# - (OCLC) |
OCLC library identifier |
DEBBG |
System control number |
BV042508823 |
029 1# - (OCLC) |
OCLC library identifier |
DEBBG |
System control number |
BV042957126 |
029 1# - (OCLC) |
OCLC library identifier |
DEBSZ |
System control number |
422498246 |
029 1# - (OCLC) |
OCLC library identifier |
GBVCP |
System control number |
799433721 |
035 ## - SYSTEM CONTROL NUMBER |
System control number |
(OCoLC)47009743 |
Canceled/invalid control number |
(OCoLC)827012851 |
-- |
(OCoLC)910217107 |
-- |
(OCoLC)1057938162 |
-- |
(OCoLC)1058138959 |
-- |
(OCoLC)1109034744 |
-- |
(OCoLC)1128470422 |
-- |
(OCoLC)1150188750 |
-- |
(OCoLC)1154995278 |
-- |
(OCoLC)1156867981 |
-- |
(OCoLC)1167165873 |
-- |
(OCoLC)1241858328 |
-- |
(OCoLC)1280230444 |
-- |
(OCoLC)1281460410 |
-- |
(OCoLC)1298858010 |
037 ## - SOURCE OF ACQUISITION |
Stock number |
4932 |
Source of stock number/acquisition |
MIT Press |
037 ## - SOURCE OF ACQUISITION |
Stock number |
9780262276559 |
Source of stock number/acquisition |
MIT Press |
050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
Classification number |
QA76.5 |
Item number |
.J83 1990eb |
072 #7 - SUBJECT CATEGORY CODE |
Subject category code |
COM |
Subject category code subdivision |
005030 |
Source |
bisacsh |
072 #7 - SUBJECT CATEGORY CODE |
Subject category code |
COM |
Subject category code subdivision |
004000 |
Source |
bisacsh |
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
006.3 |
Edition number |
20 |
084 ## - OTHER CLASSIFICATION NUMBER |
Classification number |
54.32 |
Source of number |
bcl |
084 ## - OTHER CLASSIFICATION NUMBER |
Classification number |
54.72 |
Source of number |
bcl |
049 ## - LOCAL HOLDINGS (OCLC) |
Holding library |
MAIN |
100 1# - MAIN ENTRY--PERSONAL NAME |
Personal name |
Judd, J. Stephen. |
9 (RLIN) |
1321712 |
245 10 - TITLE STATEMENT |
Title |
Neural network design and the complexity of learning / |
Statement of responsibility, etc |
J. Stephen Judd. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Place of publication, distribution, etc |
Cambridge, Mass. : |
Name of publisher, distributor, etc |
MIT Press, |
Date of publication, distribution, etc |
©1990. |
300 ## - PHYSICAL DESCRIPTION |
Extent |
1 online resource (150 pages) : |
Other physical details |
illustrations. |
336 ## - |
-- |
text |
-- |
txt |
-- |
rdacontent |
337 ## - |
-- |
computer |
-- |
c |
-- |
rdamedia |
338 ## - |
-- |
online resource |
-- |
cr |
-- |
rdacarrier |
490 1# - SERIES STATEMENT |
Series statement |
Neural network modeling and connectionism |
500 ## - GENERAL NOTE |
General note |
"A Bradford book." |
504 ## - BIBLIOGRAPHY, ETC. NOTE |
Bibliography, etc |
Includes bibliographical references (pages 137-143) and index. |
505 2# - FORMATTED CONTENTS NOTE |
Formatted contents note |
1. Neural networks: hopes, problems, and goals -- 2. The loading problem -- 3. Other studies of learning -- 4. The intractability of loading -- 5. Subcases -- 6. Shallow architectures -- 7. Memorization and generalization -- 8. Conclusion. |
520 3# - SUMMARY, ETC. |
Summary, etc |
"Using the tools of complexity theory, Stephen Judd develops a formal description of associative learning in connectionist networks. He rigorously exposes the computational difficulties in training neural networks and explores how certain design principles will or will not make the problems easier. Judd looks beyond the scope of any one particular learning rule, at a level above the details of neurons. There he finds new issues that arise when great numbers of neurons are employed and he offers fresh insights into design principles that could guide the construction of artificial and biological neural networks. The first part of the book describes the motivations and goals of the study and relates them to current scientific theory. It provides an overview of the major ideas, formulates the general learning problem with an eye to the computational complexity of the task, reviews current theory on learning, relates the book's model of learning to other models outside the connectionist paradigm, and sets out to examine scale-up issues in connectionist learning. Later chapters prove the intractability of the general case of memorizing in networks, elaborate on implications of this intractability and point out several corollaries applying to various special subcases. Judd refines the distinctive characteristics of the difficulties with families of shallow networks, addresses concerns about the ability of neural networks to generalize, and summarizes the results, implications, and possible extensions of the work. J. Stephen Judd is Visiting Assistant Professor of Computer Science at The California Institute of Technology. Neural Network Design and the Complexity of Learning is included in the Network Modeling and Connectionism series edited by Jeffrey Elman." |
588 0# - |
-- |
Print version record. |
546 ## - LANGUAGE NOTE |
Language note |
English. |
506 ## - RESTRICTIONS ON ACCESS NOTE |
Terms governing access |
Purchased with a license for 1 simultaneous UFV user. |
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 computers. |
9 (RLIN) |
351992 |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Computational complexity. |
9 (RLIN) |
72785 |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Artificial intelligence. |
9 (RLIN) |
2458 |
650 #2 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Artificial Intelligence |
9 (RLIN) |
2458 |
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Ordinateurs neuronaux. |
9 (RLIN) |
870002 |
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Complexité de calcul (Informatique) |
9 (RLIN) |
868997 |
650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Intelligence artificielle. |
9 (RLIN) |
869534 |
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
artificial intelligence. |
Source of heading or term |
aat |
9 (RLIN) |
2458 |
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
COMPUTERS |
General subdivision |
Enterprise Applications |
-- |
Business Intelligence Tools. |
Source of heading or term |
bisacsh |
9 (RLIN) |
854194 |
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
COMPUTERS |
General subdivision |
Intelligence (AI) & Semantics. |
Source of heading or term |
bisacsh |
9 (RLIN) |
855104 |
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Artificial intelligence. |
Source of heading or term |
fast |
-- |
(OCoLC)fst00817247 |
9 (RLIN) |
2458 |
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Computational complexity. |
Source of heading or term |
fast |
-- |
(OCoLC)fst00871991 |
9 (RLIN) |
72785 |
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Neural computers. |
Source of heading or term |
fast |
-- |
(OCoLC)fst01036251 |
9 (RLIN) |
351992 |
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Neurale netwerken. |
Source of heading or term |
gtt |
9 (RLIN) |
1134510 |
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Machine-learning. |
Source of heading or term |
gtt |
9 (RLIN) |
1304153 |
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 |
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Réseaux neuronaux. |
Source of heading or term |
ram |
9 (RLIN) |
1321713 |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
COGNITIVE SCIENCES/General |
653 ## - INDEX TERM--UNCONTROLLED |
Uncontrolled term |
NEUROSCIENCE/General |
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. |
776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
Display text |
Print version: |
Main entry heading |
Judd, J. Stephen. |
Title |
Neural network design and the complexity of learning. |
Place, publisher, and date of publication |
Cambridge, Mass. : MIT Press, ©1990 |
International Standard Book Number |
0262100452 |
Record control number |
(DLC) 89013418 |
-- |
(OCoLC)20489607 |
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
Uniform title |
Neural network modeling and connectionism. |
9 (RLIN) |
1291124 |
856 40 - ELECTRONIC LOCATION AND ACCESS |
Uniform Resource Identifier |
<a href="https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=49066">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=49066</a> |
938 ## - |
-- |
Internet Archive |
-- |
INAR |
-- |
neuralnetworkdes0000judd |
938 ## - |
-- |
EBSCOhost |
-- |
EBSC |
-- |
49066 |
938 ## - |
-- |
YBP Library Services |
-- |
YANK |
-- |
2325023 |
938 ## - |
-- |
ProQuest Ebook Central |
-- |
EBLB |
-- |
EBL5966066 |
938 ## - |
-- |
IEEE |
-- |
IEEE |
-- |
6267404 |
994 ## - |
-- |
92 |
-- |
INOPJ |