Unsupervised Learning: Foundations of Neural Computation - Brossura

Brossura

ISBN 10: 026258168X ISBN 13: 9780262581684

Casa editrice: MIT Press, 1999

Riassunto

Since its founding in 1989 by Terrence Sejnowski, Neural Computation has become the leading journal in the field. Foundations of Neural Computation collects, by topic, the most significant papers that have appeared in the journal over the past nine years. This volume of Foundations of Neural Computation, on unsupervised learning algorithms, focuses on neural network learning algorithms that do not require an explicit teacher. The goal of unsupervised learning is to extract an efficient internal representation of the statistical structure implicit in the inputs. These algorithms provide insights into the development of the cerebral cortex and implicit learning in humans. They are also of interest to engineers working in areas such as computer vision and speech recognition who seek efficient representations of raw input data.

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Informazioni sull'autore

Geoffrey Hinton is Professor of Computer Science at the University of Toronto.

Terrence J. Sejnowski holds the Francis Crick Chair at the Salk Institute for Biological Studies and is a Distinguished Professor at the University of California, San Diego. He was a member of the advisory committee for the Obama administration's BRAIN initiative and is President of the Neural Information Processing (NIPS) Foundation. He is the author of The Deep Learning Revolution (MIT Press) and other books.

Dettagli dell'edizione

• Editore: MIT Press
• Data di pubblicazione: 1999
• Lingua: Inglese
• ISBN 10: 026258168X
• ISBN 13: 9780262581684
• Rilegatura: Copertina flessibile
• Numero di pagine: 415
• Redattore: Hinton Geoffrey, Sejnowski Terrence J.
• Contatto del produttore: non disponibile
• Persona responsabile: gpsr@libri.de; gpsr@libri.de; ; Friedensallee 273; Hamburg; 22763; Germania