Normalization techniques in deep learning
Auteur :
Huang, Lei
Éditeur :
Springer International Publishing AG
ISBN :
9783031145940
Date de publication :
9 oct. 2022
Dimensions :
24,0 x 16,8 cm
Langue :
Anglais
Pays d'origine :
Suisse
​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.