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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. |
| More information: |
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