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"Although the ability to retain, process, and project prior experience onto future situations is indispensable, the human mind also possesses the ability to override experience and adapt to changing circumstances. Cognitive scientist Stellan Ohlsson analyzes three types of deep, non-monotonic cognitive change: creative insight, adaptation of cognitive skills by learning from errors, and conversion from one belief to another, incompatible belief. For each topic, Ohlsson summarizes past research, re-formulates the relevant research questions, and proposes information-processing mechanisms that answer those questions. The three theories are based on the principles of redistribution of activation, specialization of practical knowledge, and re-subsumption of declarative information. Ohlsson develops the implications of those mechanisms by scaling their effects with respect to time, complexity, and social interaction. The book ends with a unified theory of non-monotonic cognitive change that captures the abstract properties that the three types of change share"--
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Previews available in: English
Showing 6 featured editions. View all 6 editions?
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1
Deep Learning: How The Mind Overrides Experience
Nov 12, 2013, Cambridge University Press
paperback
1107661366 9781107661363
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2
Deep Learning: How the Mind Overrides Experience
2011, Cambridge University Press
in English
051178029X 9780511780295
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3
Deep Learning: How the Mind Overrides Experience
2011, Cambridge University Press
in English
1139099183 9781139099189
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4
Deep Learning: How the Mind Overrides Experience
2011, Cambridge University Press
in English
1139100548 9781139100540
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5
Deep Learning: How the Mind Overrides Experience
2011, Cambridge University Press
in English
1139097792 9781139097796
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6
Deep learning: how the mind overrides experience
2011, Cambridge University Press
in English
0521835682 9780521835688
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Includes bibliographical references and index.
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- Created November 15, 2010
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March 8, 2023 | Edited by MARC Bot | import existing book |
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November 15, 2010 | Created by ImportBot | Imported from Library of Congress MARC record |