Table of Contents

1. Preface

   PDF (130.7 KB)

2. Sources

   PDF (117.8 KB)

3. I. Architectures and Approaches

   PDF (92 KB)

4. 1. The Role of Knowledge in Discourse Comprehension: A Construction-Integration Model

   Walter A. Kintssch

   PDF (336 KB)

5. 2. Act: A Simple Theory of Complex Cognition

   John R. Anderson

   PDF (250.2 KB)

6. 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)

7. 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)

8. 5. A Capacity Theory of Comprehension: Individual Differences in Working Memory

   Marcel A. Just and Patricia A. Carpenter

   PDF (325.7 KB)

9. 6. How Neural Networks Learn from Experience

   Geoffrey E. Hinton

   PDF (399.3 KB)

10. 7. The Hopfield Model

    John Hertz, Anders Krogh, and Richard G. Palmer

    PDF (266 KB)

11. 8. Learning Representations by back-Propagating Errors

    David E. Rumelhart, Geoffrey E. Hinton, and Ronald J. Williams

    PDF (187.7 KB)

12. 9. Forward Models: Supervised Learning with a Distal Teacher

    Michael I. Jordan and David E. Rumelhart

    PDF (287.9 KB)

13. 10. Finding Structure in Time

    Jeffrey L. Elman

    PDF (279.8 KB)

14. 11. A self-Organizeing Neural Network for Supervised Learning, Recognition, and Prediction

    Gail A. Carpenter and Stephen Grossberg

    PDF (292.2 KB)

15. 12. Optimality: From Neural Networks to Universal Grammar

    Alan Prince and Paul Smolensky

    PDF (261.8 KB)

16. Part II

    PDF (92 KB)

17. 13. Dynamic Binding in a Neural Network for Shape Recognition

    John E. Hummel and Irving Biederman

    PDF (463.1 KB)

18. 14. Dynamic Binding in a Neural Network for Shape Recognition

    John E. Hummel and Irving Biederman

    PDF (368.7 KB)

19. 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)

20. 16. An Integrated Theory of List Memory

    John R. Anderson, Dan Bothell, Christian Lebiere, and Michael Matessa

    PDF (286.7 KB)

21. 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)

22. 18. ALCOVE: An Exemplar-Based Connectionist Model of Category Learning

    John K. Kruschke

    PDF (325 KB)

23. 19. How People Learn to Skip Steps

    Stephen B. Blessing and John R. Anderson

    PDF (365.9 KB)

24. 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)

25. 21. Learning from a Connectionist Model of the Acquisition of the English Past Tense

    Kim Plunkett and Virginia A. Marchman

    PDF (158.6 KB)

26. 22. Acquiring the Mapping from Meaning to Sounds

    Garrison W. Cottrell and Kim plunkett

    PDF (317.2 KB)

27. 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)

28. 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)

29. 25. Interference in Short-Term Memory: The Magical Number Two (or Three) in Sentence Processing

    Richard L. Lewis

    PDF (190.1 KB)

30. 26. Similarity, Interactive Activation, and Mapping: An Overview

    Robert L. Goldstone and Douglas L. Medin

    PDF (294.1 KB)

31. 27. Analogical Mapping by Constraint Satisfaction

    Keith J. Holyoak and Paul Thagard

    PDF (380.5 KB)

32. 28. MAC/FAC: A Model of Similarity-based Retrieval

    Kenneth D. Forbus, Dedre Gentner, and Keith Law

    PDF (268.2 KB)

33. 29. Distributed Representations of Structure: A Theory of Analogical Access and Mapping

    John E. Hummel and Keith J. Holyoak

    PDF (413.7 KB)

34. 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)

35. 31. Feature-Based Induction

    Steven A. Sloman

    PDF (246.1 KB)

36. 32. Deduction as Verbal Reasoning

    Thad A. Polk and Allen Newell

    PDF (318.2 KB)

37. 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)

38. III. Issues in Cognitive Modeling

    PDF (92.1 KB)

39. 34. Connectionism and the Problem of Systematicity (Continued): Why Smolensky's Solution Still Doesn't Work

    Jerry Fodor

    PDF (155 KB)

40. 35. Networks and Theories: The Place of Connectionism in Cognitive Science

    Michael C. McCloskey

    PDF (160.1 KB)

41. 36. Neuropsychological Inference with an Interactive Brain: A Critique of the "Locality" Assumption

    Martha J. Farah

    PDF (331.4 KB)

42. 37. Is Human Cognition Adaptive?

    John R. Anderson

    PDF (311.8 KB)

43. 38. Précis of Unified Theories of Cognition

    Allen Newell

    PDF (220.1 KB)

44. Contributors

    PDF (114.6 KB)

45. Index

    PDF (118.4 KB)