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Normalization Techniques in Deep Learning

By: Lei Huang (Author)

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Ksh 10,800.00

Format: Hardback or Cased Book

ISBN-13: 9783031145940

Publisher: Springer International Publishing AG

Publication Date: Oct 9th, 2022

Dimension: 24.00 x 16.80 x 39.80 cms

Category: Mathematical modelling

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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.

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