- Preface
PDF (130.7 KB)
- Sources
PDF (117.8 KB)
- 1. The Role of Knowledge in Discourse Comprehension: A Construction-Integration Model
Walter A. Kintssch
PDF (336 KB)
- 2. Act: A Simple Theory of Complex Cognition
John R. Anderson
PDF (250.2 KB)
- 3. A Preliminary Analysis of the Soar Architecture as a Basis for General Intelligence
Paul S. Rosenbloom, John E. Laird, Allen Newell, and Robert McCarl
PDF (223.2 KB)
- 4. Adaptive Executive Control: Flexible Multiple-Task Performance without Pervasive Immutable Response-Selection Bottlenecks
David E. Meyer, David E. Kieras, Erick Lauber, Eric H. Schumacher, Jennifer Glass, Eileen Zurbriggen, Leon Gmeidel, and Dana Apfelblat
PDF (334.2 KB)
- 5. A Capacity Theory of Comprehension: Individual Differences in Working Memory
Marcel A. Just and Patricia A. Carpenter
PDF (325.7 KB)
- 6. How Neural Networks Learn from Experience
Geoffrey E. Hinton
PDF (399.3 KB)
- 7. The Hopfield Model
John Hertz, Anders Krogh, and Richard G. Palmer
PDF (266 KB)
- 8. Learning Representations by back-Propagating Errors
David E. Rumelhart, Geoffrey E. Hinton, and Ronald J. Williams
PDF (187.7 KB)
- 9. Forward Models: Supervised Learning with a Distal Teacher
Michael I. Jordan and David E. Rumelhart
PDF (287.9 KB)
- 10. Finding Structure in Time
Jeffrey L. Elman
PDF (279.8 KB)
- 11. A self-Organizeing Neural Network for Supervised Learning, Recognition, and Prediction
Gail A. Carpenter and Stephen Grossberg
PDF (292.2 KB)
- 12. Optimality: From Neural Networks to Universal Grammar
Alan Prince and Paul Smolensky
PDF (261.8 KB)
- Part II
PDF (92 KB)
- 13. Dynamic Binding in a Neural Network for Shape Recognition
John E. Hummel and Irving Biederman
PDF (463.1 KB)
- 14. Dynamic Binding in a Neural Network for Shape Recognition
John E. Hummel and Irving Biederman
PDF (368.7 KB)
- 15. The End of the LIne for a Brain-Damaged Model of Unilateral Neglect
Michael C. Mozer, Peter W. Halligan, and John C. Marshall
PDF (540.7 KB)
- 16. An Integrated Theory of List Memory
John R. Anderson, Dan Bothell, Christian Lebiere, and Michael Matessa
PDF (286.7 KB)
- 17. Why There Are Complementary Learning Systems in Hippocampus and Neocortex: Insights from the Successes and Failures of COnnectionist Models of Learning and Memory
James L. McClelland, Bruce L. McNaughton, and Randall C. O'Reilly
PDF (382.2 KB)
- 18. ALCOVE: An Exemplar-Based Connectionist Model of Category Learning
John K. Kruschke
PDF (325 KB)
- 19. How People Learn to Skip Steps
Stephen B. Blessing and John R. Anderson
PDF (365.9 KB)
- 20. Acquisition of Children's Addition Strategies: A Model of Impasse-Free, Knowledge-Level Learning
Randolph M. Jones and Kurt Van Lehn
PDF (211.9 KB)
- 21. Learning from a Connectionist Model of the Acquisition of the English Past Tense
Kim Plunkett and Virginia A. Marchman
PDF (158.6 KB)
- 22. Acquiring the Mapping from Meaning to Sounds
Garrison W. Cottrell and Kim plunkett
PDF (317.2 KB)
- 23. Understanding Normal and Impaired Word Reading: Computational Principles in Quasi-Regular Domains
David C. Plaut, James L. McClelland, Mark S. Seidenberg, and Karalyn Patterson
PDF (385.9 KB)
- 24. Language Production and Serial Order: A Functional Analysis and a Model
Gary S. Dell, Lisa K. Burger, and William R. Svec
PDF (344 KB)
- 25. Interference in Short-Term Memory: The Magical Number Two (or Three) in Sentence Processing
Richard L. Lewis
PDF (190.1 KB)
- 26. Similarity, Interactive Activation, and Mapping: An Overview
Robert L. Goldstone and Douglas L. Medin
PDF (294.1 KB)
- 27. Analogical Mapping by Constraint Satisfaction
Keith J. Holyoak and Paul Thagard
PDF (380.5 KB)
- 28. MAC/FAC: A Model of Similarity-based Retrieval
Kenneth D. Forbus, Dedre Gentner, and Keith Law
PDF (268.2 KB)
- 29. Distributed Representations of Structure: A Theory of Analogical Access and Mapping
John E. Hummel and Keith J. Holyoak
PDF (413.7 KB)
- 30. Case-Based Learning: Predictive Features in Indexing
Colleen M. Seifert, Kristian J. Hammond, Hollyn M. Johnson, Timothy M. Converse, Thomas F. McDougal, and Scott W. Vanderstoep
PDF (193.4 KB)
- 31. Feature-Based Induction
Steven A. Sloman
PDF (246.1 KB)
- 32. Deduction as Verbal Reasoning
Thad A. Polk and Allen Newell
PDF (318.2 KB)
- 33. Project Ernestine: Validating a GOMS Analysis for Predicting and Explaining Real-World Task Performance
Wayne D. Gray, Bonnie E. John, and Michael E. Atwood
PDF (365.2 KB)
- 34. Connectionism and the Problem of Systematicity (Continued): Why Smolensky's Solution Still Doesn't Work
Jerry Fodor
PDF (155 KB)
- 35. Networks and Theories: The Place of Connectionism in Cognitive Science
Michael C. McCloskey
PDF (160.1 KB)
- 36. Neuropsychological Inference with an Interactive Brain: A Critique of the "Locality" Assumption
Martha J. Farah
PDF (331.4 KB)
- 37. Is Human Cognition Adaptive?
John R. Anderson
PDF (311.8 KB)
- 38. Précis of Unified Theories of Cognition
Allen Newell
PDF (220.1 KB)
- Contributors
PDF (114.6 KB)
- Index
PDF (118.4 KB)