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portada Deep Learning: How the Mind Overrides Experience
Type
Physical Book
Publisher
Author
Year
2013
Language
English
Pages
540
Format
Paperback
ISBN13
9781107661363
Categories

Deep Learning: How the Mind Overrides Experience

Stellan Ohlsson (Author) · Cambridge University Press · Paperback

Deep Learning: How the Mind Overrides Experience - Stellan Ohlsson

New Book Imported to Taiwan
Delivery: 29 Sep - 07 Oct Shipping: 5 to 6 business days.
NT$ 2,984
NT$ 2,984

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Synopsis "Deep Learning: How the Mind Overrides Experience "

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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