Deep Learning PDF
By:Stellan Ohlsson
Published on 2011-01-31 by Cambridge University Press
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.
This Book was ranked at 32 by Google Books for keyword Psychology Cognitive novel.
Book ID of Deep Learning's Books is Qb33YMi1868C, Book which was written byStellan Ohlssonhave ETAG "/xazvC5seFg"
Book which was published by Cambridge University Press since 2011-01-31 have ISBNs, ISBN 13 Code is 9781139496759 and ISBN 10 Code is 1139496751
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