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Deep Learning How the Mind Overrides Experience

ISBN-10: 0521835682

ISBN-13: 9780521835688

Edition: 2011

Authors: Stellan Ohlsson

List price: $173.95
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Book details

List price: $173.95
Copyright year: 2011
Publisher: Cambridge University Press
Publication date: 1/31/2011
Binding: Hardcover
Pages: 540
Size: 6.25" wide x 9.00" long x 1.25" tall
Weight: 1.848
Language: English

Stellan Ohlsson is Professor of Psychology and Adjunct Professor of Computer Science at the University of Illinois at Chicago (UIC). He received his Ph.D. in psychology from the University of Stockholm in 1980. He has held positions as Research Associate in the Robotics Institute at Carnegie-Mellon University and as Senior Scientist in the Learning Research and Development Center (LRDC) at the University of Pittsburgh, before joining UIC in 1996. His work has been supported by the Office of Naval Research (ONR), the National Science Foundation (NSF), and other organizations. Dr Ohlsson has published extensively on computational models of cognition, creative insight, skill acquisition, and the design of instructional software, as well as other topics in higher cognition.

Preface
Introduction
The Need to Override Experience
The Nature of the Enterprise
Creativity
The Production of Novelty
Creative Insight: The Redistribution Theory
Creative Insight Writ Large
Adaptation
The Growth of Competence
Error Correction: The Specialization Theory
Error Correction in Context
Conversion
The Formation of Belief
Belief Revision: The Resubsumption Theory
Conclusion
Elements of a Unified Theory
The Recursion Curse
Notes
References
Name Index
Subject Index