Neural networks and deep learning : a textbook / Charu C. Aggarwal
Material type:
Computer filePublisher: Cham, Switzerland : Springer, 2018Description: 1 online resource (xxiii, 497 pages) : illustrations (some color)ISBN: - 9783319944630 (E- book)
- QA 76.87 A33N 2018
| Item type | Current library | Collection | Call number | Status | Barcode | |
|---|---|---|---|---|---|---|
E-Book
|
SPU Library, Bangkok (Main Campus) | Electronic Resources | QA 76.87 A33N 2018 (Browse shelf(Opens below)) | Available | EB000727 |
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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