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Normalization Techniques in Deep Learning - 2022 ed.

By: (Author) Lei Huang

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Ksh 9,000.00

Format: Hardback or Cased Book

ISBN-10: 3031145941

ISBN-13: 9783031145940

Edition: 2022 ed.

Series: Synthesis Lectures on Computer Vision

Publisher: Springer International Publishing AG

Imprint: Springer International Publishing AG

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Oct 9th, 2022

Print length: 110 Pages

Product Classification: Mathematical modelling
Artificial intelligence
Machine learning
Computer vision

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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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