Normalization techniques in deep learning
Auteur :
Huang, Lei
Éditeur :
Springer Nature Switzerland AG
ISBN :
9783032199904
Date de publication :
14 juil. 2026
Dimensions :
24,0 x 16,8 cm
Langue :
Anglais
Pays d'origine :
Suisse
This book 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.