 Connectionism and the Mind: Parallel Processing, Dynamics, and Evolution in Networks, 2nd Edition
ISBN: 978-0-631-20712-2
Hardcover
424 pages
January 2002, Wiley-Blackwell
US $139.95
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Preface.
1. Networks versus Symbol Systems: Two Approaches to Modeling Cognition.
2. Connectionist Architectures.
3. Learning.
4. Pattern Recognition and Cognition.
5. Are Rules Required to Process Representations?.
6. Are Syntactically Structured Representations Needed?.
7. Simulating Higher Cognition: A Modular Architecture for Processing Scripts.
8. Connectionism and the Dynamical Approach to Cognition.
9. Networks, Robots, and Artificial Life.
10. Connectionism and the Brain.
Notes.
Sources and Suggested Readings.
Appendix A: Notation.
Appendix B: Glossary.
Bibliography.
Name Index.
Subject Index.
1. Networks versus Symbol Systems: Two Approaches to Modeling Cognition.
2. Connectionist Architectures.
3. Learning.
4. Pattern Recognition and Cognition.
5. Are Rules Required to Process Representations?.
6. Are Syntactically Structured Representations Needed?.
7. Simulating Higher Cognition: A Modular Architecture for Processing Scripts.
8. Connectionism and the Dynamical Approach to Cognition.
9. Networks, Robots, and Artificial Life.
10. Connectionism and the Brain.
Notes.
Sources and Suggested Readings.
Appendix A: Notation.
Appendix B: Glossary.
Bibliography.
Name Index.
Subject Index.
