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portada Unsupervised Learning: Foundations of Neural Computation
Type
Physical Book
Publisher
Author
Year
1999
Language
English
Pages
398
Format
Paperback
ISBN
026258168x
ISBN13
9780262581684
Edition No.
1
Categories

Unsupervised Learning: Foundations of Neural Computation

Hinton, Geoffrey (Author) · A Bradford Book · Paperback

Unsupervised Learning: Foundations of Neural Computation - hinton, geoffrey

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Synopsis "Unsupervised Learning: Foundations of Neural Computation "

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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