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Deep learning

Deep learning

Goodfellow, Ian; Courville, Aaron; Bengio, Yoshua

Hardback, Book. English.
All formats and editions (2)
Published Cambridge, Massachusetts: The MIT Press, 2016
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  • National College Library – Earliest copy due back 27th February

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Details

Statement of responsibility: Ian Goodfellow, Yoshua Bengio and Aaron Courville
ISBN: 0262035618, 9780262035613
Note: Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.
Note: Includes bibliographical references and index.
Physical Description: xxii, 775 p. : ill. ; 24 cm.
Series: Adaptive computation and machine learning
Subject: Computers and IT.; Machine learning.