The Cambridge handbook of computational psychology [electronic resource] / edited by Ron Sun.

Part I. Introduction: 1. Introduction to computational cognitive modeling / Ron Sun; Part II. Cognitive Modeling Paradigms: 2. Connectionist models of cognition / Michael Thomas and James McClelland
3. Bayesian models of cognition / Thomas Griffiths, Charles Kemp, and Joshua Tenenbaum
4. Dynamical systems approaches to cognition / Gregor Schoener
5. Declarative/logic-based computational cognitive modeling / Selmer Bringsjord
6. Constraints in cognitive architectures / Niels Taatgen and John Anderson
Part III. Computational Modeling of Various Cognitive Functionalities and Domains: 7. Computational models of episodic memory / Kenneth Norman, Greg Detre, and Sean Polyn
8. Computational models of semantic memory / Timothy Rogers
9. Models of categorization / John Kruschke
10. Micro-process models of decision making / Jerome Busemeyer and Joseph Johnson
11. Models of inductive reasoning / Evan Heit
12. Mental logic, mental models, and simulations of human deductive reasoning / Philip Johnson-Laird and Yingrui Yang
13. Computational models of skill acquisition / Stellan Ohlsson
14. Computational models of implicit learning / Axel Cleeremans and Zoltan Dienes
15. Computational models of attention and cognitive control / Nicola De Pisapia, Grega Repov and Todd Braver
16. Computational models of developmental psychology / Thomas Shultz and Sylvain Sirois
17. Computational models of psycholinguistics / Nick Chater and Morten Christiansen
18. Computational models in personality and social psychology / Stephen Read and Brian Monroe
19. Cognitive social simulation / Ron Sun
20. Models of scientific explanation / Paul Thagard and Abninder Litt
21. Cognitive modeling for cognitive engineering / Wayne Gray
22. Models of animal learning and their relations to human learning / Francisco Lopez and David Shanks
23. Computational modeling of visual information processing / Pawan Sinha and Benjamin Balas
24. Models of motor control / Ferdinando Mussa-Ivaldi and Sara Solla
Part IV. Concluding Remarks: 25. An evaluation of computational modeling in cognitive science / Margaret Boden
26. Putting the pieces together again / Aaron Sloman.