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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 | Bøker Innbunden bok (Bok med hard rygg og stivt omslag) |
| Utgitt | 9. oktober 2022 |
| ISBN13 | 9783031145940 |
| Utgivere | Springer International Publishing AG |
| Antall sider | 110 |
| Mål | 150 × 220 × 20 mm · 398 g |
| Språk | Tysk |