Normalization Techniques in Deep Learning - Lei Huang
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¿This book presents and surveys normalization techniques with a deep analysis in training deep neural networks. In addition, the author provides technical details in designing new normalization methods and network architectures tailored to specific tasks. Normalization methods can improve the training stability, optimization efficiency, and generalization ability of deep neural networks (DNNs) and have beco ... Full description
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Description
More Information
| Author | Lei Huang |
|---|---|
| Publisher | Springer Nature Switzerland |
| Series | Synthesis Lectures on Computer Vision |
| Release year | 2023 |
| Cover type | Softcover |
| EAN | 9783031145971 |