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Connectionist-symbolic integration : from unified to hybrid approaches

Author: Ron Sun; Frederic Alexandre
Publisher: Mahwah, N.J. : Lawrence Erlbaum Associates, ©1997.
Edition/Format:   Book : EnglishView all editions and formats
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Additional Physical Format: Online version:
Connectionist-symbolic integration.
Mahwah, N.J. : Lawrence Erlbaum Associates, c1997
(OCoLC)605320587
Document Type: Book
All Authors / Contributors: Ron Sun; Frederic Alexandre
ISBN: 0805823484 9780805823486 0805823492 9780805823493
OCLC Number: 37368871
Description: xii, 378 p. : ill. ; 24 cm.
Contents: 1. An Introduction to Hybrid Connectionist-Symbolic Models --
Pt. I. Reviews and Overviews. 2. An Overview of Strategies for Neurosymbolic Integration. 3. Task Structure Level Symbolic-Connectionist Architecture. 4. Cognitive Aspects of Neurosymbolic Integration. 5. A First Approach to a Taxonomy of Fuzzy-Neural Systems --
Pt. II. Learning in Multi-Module Systems. 6. A Hybrid Learning Model of Abductive Reasoning. 7. A Hybrid Agent Architecture for Reactive Sequential Decision Making. 8. A Preprocessing Model for Integrating Case-Based Reasoning and Prototype-Based Neural Network. 9. A Step Toward Fully Integrated Hybrid Systems. 10. A Distributed Platform for Symbolic-Connectionist Interoperation --
Pt. III. Representing Symbolic Knowledge. 11. Micro-Level Hybridization in the Cognitive Architecture Dual. 12. An Integrated Symbolic/Connectionist Parsing Architecture. 13. A Hybrid System Framework for Disambiguating Word Senses.
Responsibility: edited by Ron Sun, Frederic Alexandre.
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