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Normalization Techniques in Deep Learning - Synthesis Lectures on Computer Vision Lei Huang 2022 edition
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Normalization Techniques in Deep Learning - Synthesis Lectures on Computer Vision
Lei Huang
?This book presents and surveys normalization techniques with a deep analysis in training deep neural networks. Normalization methods can improve the training stability, optimization efficiency, and generalization ability of deep neural networks (DNNs) and have become basic components in most state-of-the-art DNN architectures.
110 pages, 21 Illustrations, color; 5 Illustrations, black and white; XI, 110 p. 26 illus., 21 illus
| Media | Books Hardcover Book (Book with hard spine and cover) |
| Released | October 9, 2022 |
| ISBN13 | 9783031145940 |
| Publishers | Springer International Publishing AG |
| Pages | 110 |
| Dimensions | 150 × 220 × 20 mm · 398 g |
| Language | German |
