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Normalization Techniques in Deep Learning - Synthesis Lectures on Computer Vision Lei Huang 2022 edition
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
| Mídia | Livros Hardcover Book (Livro com lombada e capa dura) |
| Lançado | 9 de outubro de 2022 |
| ISBN13 | 9783031145940 |
| Editoras | Springer International Publishing AG |
| Páginas | 110 |
| Dimensões | 150 × 220 × 20 mm · 398 g |
| Idioma | Alemão |