Cognitive Models of Memory

Front Cover
Martin A. Conway
MIT Press, 1997 - Mathematics - 369 pages

Because memory enters into virtually all cognition, it is impossible to design cognitive models that view memory as a self-contained cognitive faculty. Instead, memory researchers focus on specific aspects of memory. Taking this regional approach to memory, the chapters of this volume evaluate models of the short-term retention of knowledge, conceptual knowledge, autobiographical knowledge, transitory mental representations, the neurobiological basis of memory, and age-related changes in human memory. At the center of each chapter is a concern with the problem of representation--how the mind represents reality and, in the case of memory, how experience is represented, retained, and reconstructed. The authors evaluate the models against empirical findings and against current knowledge about brain function and architecture. They also address the relationship between formal and nonformal models of human memory.

 

Contents

References
8
Influences on shortterm memory performance
14
A network model of the phonological loop
25
A trace decay model
32
a review
47
Models of serial order
58
Conclusion
74
Psychological representation of concepts
81
When situation models are not used
197
Limitations of our situation model view
207
Representations of autobiographical memories
217
The relationship between prospective and retrospective
247
When RM is impaired what happens to PR?
254
Contextsetting in PR as an application of controldriven
263
Acknowledgement
272
Neuropsychological data
279

The exemplar view
94
Conclusions
105
Representation of categories and concepts
111
Evidence for instance memorization
117
Connectionist models
127
Concept learning
136
Conclusions
142
Representing information in mental models
149
Mental models and reasoning
162
Concluding remarks
169
Effects of situation model structure on retrieval
181
Memory retrieval from fixed situation model structures
188
The simulations
288
Local simulations
294
Whole system
302
Future directions
308
Memory aging as frontal lobe dysfunction
315
Discussion
329
Conclusion
335
Constraint satisfaction models and their relevance
341
Simulated annealing
347
Conclusion
362
Copyright

Other editions - View all

Common terms and phrases

Bibliographic information