Cognitive modeling

Pt. I. Architectures and Approaches

Ch. 1. Role of Knowledge in Discourse Comprehensive: A Construction-Integration Model / Walter A. Kintsch

Ch. 2. ACT: A Simple Theory of Complex Cognition / John R. Anderson

Ch. 3. Preliminary Analysis of the Soar Architecture as a Basis for General Intelligence / Paul S. Rosenbloom, John E. Laird, Allen Newell and Robert McCarl

Ch. 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 Gmeindl and Dana Apfelblat

Ch. 5. Capacity Theory of Comprehension: Individual Differences in Working Memory / Marcel A. Just and Patricia A. Carpenter

Ch. 6. How Neural Networks Learn from Experience / Geoffrey E. Hinton

Ch. 7. Hopfield Model / John Hertz, Anders Krogh and Richard G. Palmer

Ch. 8. Learning Representations by Back-Propagating Errors / David E. Rumelhart, Geoffrey E. Hinton and Ronald J. Williams

Ch. 9. Forward Models: Supervised Learning with a Distal Teacher / Michael I. Jordan and David E. Rumelhart

Ch. 10. Finding Structure in Time / Jeffrey L. Elman

Ch. 11. Self-Organizing Neural Network for Supervised Learning, Recognition, and Prediction / Gail A. Carpenter and Stephen Grossberg

Ch. 12. Optimality: From Neural Networks to Universal Grammar / Alan Prince and Paul Smolensky

Pt. II. Case Studies in Cognitive Modeling

Ch. 13. Dynamic Binding in a Neural Network for Shape Recognition / John E. Hummel and Irving Biederman

Ch. 14. Context, Cortex, and Dopamine: A Connectionist Approach to Behavior and Biology in Schizophrenia / Jonathan D. Cohen and David Servan-Schreiber

Ch. 15. End of the Line for a Brain-Damaged Model of Unilateral Neglect / Michael C. Mozer, Peter W. Halligan and John C. Marshall

Ch. 16. Integrated Theory of List Memory / John R. Anderson, Dan Bothell, Christian Lebiere and Michael Matessa

Ch. 17. Why There Are Complementary Learning Systems in the 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

Ch. 18. ALCOVE: An Exemplar-Based Connectionist Model of Category Learning / John K. Kruschke

Ch. 19. How People Learn to Skip Steps / Stephen B. Blessing and John R. Anderson

Ch. 20. Acquisition of Children's Addition Strategies: A Model of Impasse-Free, Knowledge-Level Learning / Randolph M. Jones and Kurt VanLehn

Ch. 21. Learning from a Connectionist Model of the Acquisition of the English Past Tense / Kim Plunkett and Virginia A. Marchman

Ch. 22. Acquiring the Mapping from Meaning to Sounds / Garrison W. Cottrell and Kim Plunkett

Ch. 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

Ch. 24. Language Production and Serial Order: A Functional Analysis and a Model / Gary S. Dell, Lisa K. Burger and William R. Svec

Ch. 25. Interference in Short-Term Memory: The Magical Number Two (or Three) in Sentence Processing / Richard L. Lewis

Ch. 26. Similarity, Interactive Activation, and Mapping: An Overview / Robert L. Goldstone and Douglas L. Medin

Ch. 27. Analogical Mapping by Constraint Satisfaction / Keith J. Holyoak and Paul Thagard

Ch. 28. MAC/FAC: A Model of Similarity-Based Retrieval / Kenneth D. Forbus, Dedre Gentner and Keith Law

Ch. 29. Distributed Representations of Structure: A Theory of Analogical Access and Mapping / John E. Hummel and Keith J. Holyoak

Ch. 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

Ch. 31. Feature-Based Induction / Steven A. Sloman

Ch. 32. Deduction as Verbal Reasoning / Thad A. Polk and Allen Newell

Ch. 33. Project Ernestine: Validating a GOMS Analysis for Predicting Explaining Real-World Task Performance / Wayne D. Gray, Bonnie E. John and Michael E. Atwood

Pt. III. Issues in Cognitive Modeling

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

Ch. 35. Networks and Theories: The Place of Connectionism in Cognitive Science / Michael McCloskey

Ch. 36. Neuropsychological Inference with an Interactive Brain: A Critique of the "Locality" Assumption / Martha J. Farah

Ch. 37. Is Human Cognition Adaptive? / John R. Anderson

Ch. 38. Precis of Unified Theories of Cognition / Allen Newell.