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Neural networks and deep learning : a textbook / Charu C. Aggarwal

By: Aggarwal, Charu C [author].
Contributor(s): Ohio Library and Information Network.
Publisher: Cham, Switzerland : Springer, 2018Description: 497 p: illustrations (some color).Content type: text Media type: computer ISBN: 9783319944623.Subject(s): Neural networks (Computer science) | Machine learningGenre/Form: Electronic books | Print books.
Contents:
An introduction to neural networks -- Machine learning with shallow neural networks -- Training deep neural networks -- Teaching deep learners to generalize -- Radial basis function networks -- Restricted Boltzmann machines -- Recurrent neural networks -- Convolution neural networks -- Deep reinforcement learning -- Advanced topics in deep learning
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Current location Call number Status Date due Barcode Item holds
On Shelf QA76.87 .A44 2018 (Browse shelf) Available AU00000000014683
Total holds: 0

Includes bibliographical references and index

An introduction to neural networks -- Machine learning with shallow neural networks -- Training deep neural networks -- Teaching deep learners to generalize -- Radial basis function networks -- Restricted Boltzmann machines -- Recurrent neural networks -- Convolution neural networks -- Deep reinforcement learning -- Advanced topics in deep learning

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