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...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 45(2023), 8 vom: 15. Aug., Seite 10173-10196
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| 1. Verfasser: |
Huang, Lei
(VerfasserIn) |
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| Weitere Verfasser: |
Qin, Jie,
Zhou, Yi,
Zhu, Fan,
Liu, Li,
Shao, Ling |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2023
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Review
Journal Article |
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