Normalization Techniques in Training DNNs : Methodology, Analysis and Application
Normalization techniques are essential for accelerating the training and improving the generalization of deep neural networks (DNNs), and have successfully been used in various applications. This paper reviews and comments on the past, present and future of normalization methods in the context of DN...
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Détails bibliographiques
| Publié dans: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 8 vom: 28. Aug., Seite 10173-10196
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| Auteur principal: |
Huang, Lei
(Auteur) |
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| Autres auteurs: |
Qin, Jie,
Zhou, Yi,
Zhu, Fan,
Liu, Li,
Shao, Ling |
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| Format: | Article en ligne
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| Langue: | English |
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| Publié: |
2023
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| Accès à la collection: | IEEE transactions on pattern analysis and machine intelligence
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| Sujets: | Review
Journal Article |
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