Cognitive Modeling Book

	Preface
	Sources
Pt. I	Architectures and Approaches	1
Ch. 1	The Role of Knowledge in Discourse Comprehensive: A Construction-Integration Model	5
Ch. 2	ACT: A Simple Theory of Complex Cognition	49
Ch. 3	A Preliminary Analysis of the Soar Architecture as a Basis for General Intelligence	71
Ch. 4	Adaptive Executive Control: Flexible Multiple-Task Performance without Pervasive Immutable Response-Selection Bottlenecks	101
Ch. 5	A Capacity Theory of Comprehension: Individual Differences in Working Memory	131
Ch. 6	How Neural Networks Learn from Experience	181
Ch. 7	The Hopfield Model	197
Ch. 8	Learning Representations by Back-Propagating Errors	213
Ch. 9	Forward Models: Supervised Learning with a Distal Teacher	223
Ch. 10	Finding Structure in Time	257
Ch. 11	A Self-Organizing Neural Network for Supervised Learning, Recognition, and Prediction	289
Ch. 12	Optimality: From Neural Networks to Universal Grammar	317
Pt. II	Case Studies in Cognitive Modeling	335
Ch. 13	Dynamic Binding in a Neural Network for Shape Recognition	337
Ch. 14	Context, Cortex, and Dopamine: A Connectionist Approach to Behavior and Biology in Schizophrenia	377
Ch. 15	The End of the Line for a Brain-Damaged Model of Unilateral Neglect	423
Ch. 16	An Integrated Theory of List Memory	463
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	499
Ch. 18	ALCOVE: An Exemplar-Based Connectionist Model of Category Learning	537
Ch. 19	How People Learn to Skip Steps	577
Ch. 20	Acquisition of Children's Addition Strategies: A Model of Impasse-Free, Knowledge-Level Learning	623
Ch. 21	Learning from a Connectionist Model of the Acquisition of the English Past Tense	649
Ch. 22	Acquiring the Mapping from Meaning to Sounds	661
Ch. 23	Understanding Normal and Impaired Word Reading: Computational Principles in Quasi-Regular Domains	691
Ch. 24	Language Production and Serial Order: A Functional Analysis and a Model	749
Ch. 25	Interference in Short-Term Memory: The Magical Number Two (or Three) in Sentence Processing	797
Ch. 26	Similarity, Interactive Activation, and Mapping: An Overview	817
Ch. 27	Analogical Mapping by Constraint Satisfaction	849
Ch. 28	MAC/FAC: A Model of Similarity-Based Retrieval	911
Ch. 29	Distributed Representations of Structure: A Theory of Analogical Access and Mapping	943
Ch. 30	Case-Based Learning: Predictive Features in Indexing	987
Ch. 31	Feature-Based Induction	1009
Ch. 32	Deduction as Verbal Reasoning	1045
Ch. 33	Project Ernestine: Validating a GOMS Analysis for Predicting Explaining Real-World Task Performance	1085
Pt. III	Issues in Cognitive Modeling	1115
Ch. 34	Connectionism and the Problem of Systematicity (Continued): Why Smolensky's Solution Still Doesn't Work	1117
Ch. 35	Networks and Theories: The Place of Connectionism in Cognitive Science	1131
Ch. 36	Neuropsychological Inference with an Interactive Brain: A Critique of the "Locality" Assumption	1149
Ch. 37	Is Human Cognition Adaptive?	1193
Ch. 38	Precis of Unified Theories of Cognition	1231
	Contributors	1261
	Index	1267