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Hardcover Normalization Techniques in Deep Learning Book

ISBN: 3031145941

ISBN13: 9783031145940

Normalization Techniques in Deep Learning

​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 become basic components in most state-of-the-art...

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Format: Hardcover

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