Neural networks and deep learning : a textbook / Charu C. Aggarwal
Material type:
TextPublication details: New York : Springer, c2019Description: xxiii, 520 pages : illustration (some color.) ; 30 cmISBN: 9783030068561 (paperback)Subject(s): Neural networks (Computer science) | Machine learningGenre/Form: Electronic books LOC classification: QA76.87 | .A34 2019
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
| Item type | Current library | Collection | Call number | Copy number | Status | Date due | Barcode |
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General Circulation
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APU Library Open Shelf | Book | QA76.87 .A34 2019 c.1 (Browse shelf (Opens below)) | 1 | Available | 00012793 |
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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