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Cover: 9780262581684 | Unsupervised Learning | Foundations of Neural Computation | Buch
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Unsupervised Learning
Foundations of Neural Computation
Taschenbuch von Geoffrey Hinton (u. a.)
Sprache: Englisch

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Beschreibung
This volume, 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.
This volume, 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.
Über den Autor
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.
Details
Empfohlen (von): 18
Erscheinungsjahr: 1999
Fachbereich: Therapie
Genre: Importe, Medizin
Rubrik: Wissenschaften
Medium: Taschenbuch
Inhalt: Einband - flex.(Paperback)
ISBN-13: 9780262581684
ISBN-10: 026258168X
Sprache: Englisch
Einband: Kartoniert / Broschiert
Redaktion: Hinton, Geoffrey
Sejnowski, Terrence J.
Hersteller: MIT Press
Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 229 x 152 x 25 mm
Von/Mit: Geoffrey Hinton (u. a.)
Erscheinungsdatum: 24.05.1999
Gewicht: 0,672 kg
Artikel-ID: 106881876
Über den Autor
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.
Details
Empfohlen (von): 18
Erscheinungsjahr: 1999
Fachbereich: Therapie
Genre: Importe, Medizin
Rubrik: Wissenschaften
Medium: Taschenbuch
Inhalt: Einband - flex.(Paperback)
ISBN-13: 9780262581684
ISBN-10: 026258168X
Sprache: Englisch
Einband: Kartoniert / Broschiert
Redaktion: Hinton, Geoffrey
Sejnowski, Terrence J.
Hersteller: MIT Press
Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 229 x 152 x 25 mm
Von/Mit: Geoffrey Hinton (u. a.)
Erscheinungsdatum: 24.05.1999
Gewicht: 0,672 kg
Artikel-ID: 106881876
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