| Record ID | marc_columbia/Columbia-extract-20221130-004.mrc:136772991:2902 |
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LEADER: 02902fam a2200373 a 4500
001 1604564
005 20220608195230.0
008 940901t19951995maua b 001 0 eng
010 $a 94033618
020 $a0792395174 (acid-free paper)
035 $a(OCoLC)31170534
035 $a(OCoLC)ocm31170534
035 $9AKK9990CU
035 $a(NNC)1604564
035 $a1604564
040 $aDLC$cDLC$dDLC$dOrLoB
050 00 $aQA76.87$b.C665 1995
082 00 $a006.3$220
245 00 $aComputational architectures integrating neural and symbolic processes :$ba perspective on the state of the art /$cedited by Ron Sun, Lawrence A. Bookman.
260 $aBoston :$bKluwer Academic,$c[1995], ©1995.
300 $axviii, 475 pages :$billustrations ;$c25 cm.
336 $atext$btxt$2rdacontent
337 $aunmediated$bn$2rdamedia
490 1 $aThe Kluwer international series in engineering and computer science ;$vSECS 292
504 $aIncludes bibliographical references and indexes.
505 0 $aForeword / Michael Arbib -- 1. An Introduction: On Symbolic Processing in Neural Networks / Ron Sun -- 2. Complex Symbol-Processing in Conposit, A Transiently Localist Connectionist Architecture / John A. Barnden -- 3. A Structured Connectionist Approach to Inferencing and Retrieval / Trent E. Lange -- 4. Hierarchical Architectures for Reasoning / R. C. Lacher and K. D. Nguyen -- 5. Subsymbolic Parsing of Embedded Structures / Risto Miikkulainen -- 6. Towards Instructable Connectionist Systems / David C. Noelle and Garrison W. Cottrell -- 7. An Internal Report for Connectionists / Noel E. Sharkey and Stuart A. Jackson -- 8. A Two-Level Hybrid Architecture for Structuring Knowledge for Commonsense Reasoning / Ron Sun -- 9. A Framework for Integrating Relational and Associational Knowledge for Comprehension / Lawrence A. Bookman -- 10. Examining a Hybrid Connectionist/Symbolic System for the Analysis of Ballistic Signals / Charles Lin and James Hendler.
505 8 $a11. Symbolic Artificial Intelligence and Numeric Artificial Neural Networks: Towards a Resolution of the Dichotomy / Vasant Honavar -- 12. Connectionist Natural Language Processing: A Status Report / Michael G. Dyer -- Appendix Bibliography of Connectionist Models with Symbolic Processing.
650 0 $aNeural networks (Computer science)$0http://id.loc.gov/authorities/subjects/sh90001937
650 0 $aArtificial intelligence.$0http://id.loc.gov/authorities/subjects/sh85008180
650 0 $aComputer architecture.$0http://id.loc.gov/authorities/subjects/sh85029479
700 1 $aSun, Ron,$d1960-$0http://id.loc.gov/authorities/names/n93031463
700 1 $aBookman, Lawrence A.,$d1947-$0http://id.loc.gov/authorities/names/n94061387
830 0 $aKluwer international series in engineering and computer science ;$vSECS 292.$0http://id.loc.gov/authorities/names/n84749953
852 00 $bmat$hQA76.87$i.C665 1995