Deep Learning

Name: Deep Learning
Brand: Cambridge University Press
SKU: 9781107661363
Price: 73.59 EUR
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How the Mind Overrides Experience

Автор: Stellan Ohlsson

Език:

Корици: С меки корици

Издател: Cambridge University Press

Наличност: Външен склад

Изпращаме след 9-15 дни

73.59 € 143.94 лв

Although the ability to retain, process, and project prior experience onto future situations is indi...

Информация за книгата

Автор

Stellan Ohlsson

Език

Английски език

Корици

Книга - С меки корици

Издадена

2013

страници

540

EAN

9781107661363

ISBN

1107661366

Enbook ID

02085349

Издател

Cambridge University Press

Теглоt

768

Размери

153 x 230 x 29

Пълно описание

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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How the Mind Overrides Experience

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