Stellan Ohlsson

Deep Learning

How the Mind Overrides Experience

• Gebundenes Buch

Produktbeschreibung

In this volume, cognitive scientist Stellan Ohlsson presents a unified theory of the mind's response to complex, turbulent environments.

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Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 540
• Erscheinungstermin: 31. März 2011
• Englisch
• Abmessung: 238mm x 164mm x 37mm
• Gewicht: 852g
• ISBN-13: 9780521835688
• ISBN-10: 0521835682
• Artikelnr.: 30212297

Autorenporträt

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.

Inhaltsangabe

Part I. Introduction: 1. The need to override experience
2. The nature of the enterprise
Part II. Creativity: 3. The production of novelty
4. Creative insight: the redistribution theory
5. Creative insight writ large
Part III. Adaptation: 6. The growth of competence
7. Error correction: the specialization theory
8. Error correction in context
Part IV. Conversion: 9. The formation of belief
10. Belief revision: the resubsumption theory
Part V. Conclusion: 11. Elements of a unified theory
12. The recursion curse.