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Normalization Techniques in Deep Learning - Synthesis Lectures on Computer Vision Lei Huang Second Edition 2026 edition
Normalization Techniques in Deep Learning - Synthesis Lectures on Computer Vision
Lei Huang
This book 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.
| メディア | 書籍 Hardcover Book (ハードカバー付きの本) |
| リリース済み | 2026年6月12日 |
| ISBN13 | 9783032199904 |
| 出版社 | Springer Nature Switzerland AG |
| ページ数 | 167 |
| 寸法 | 150 × 220 × 20 mm · 369 g (重量(概算)) |