Learning Deep Architectures for AI

Name: Learning Deep Architectures for AI
Price: 51.12 USD
Availability: InStock
ISBN: 9781601982940

ISBN-10: 1601982941

ISBN-13: 9781601982940

Edition: 2009

Authors: Yoshua Bengio

List price: $90.00

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Description:

Can machine learning deliver AI? Theoretical results, inspiration from the brain and cognition, as well as machine learning experiments suggest that in order to learn the kind of complicated functions that can represent high-level abstractions (e.g. in vision, language, and other AI-level tasks), one would need deep architectures. Deep architectures are composed of multiple levels of non-linear operations, such as in neural nets with many hidden layers, graphical models with many levels of latent variables, or in complicated propositional formulae re-using many sub-formulae. Each level of the architecture represents features at a different level of abstraction, defined as a composition of…

Book details

List price: $90.00
Copyright year: 2009
Publisher: Now Publishers
Publication date: 11/11/2009
Binding: Paperback
Pages: 144
Size: 6.00" wide x 9.25" long x 0.25" tall
Weight: 0.462
Language: English