Gradient Descent Optimization in Deep Learning Model Training Based on Multistage and Method Combination Strategy

Gradient descent is the core and foundation of neural networks, and gradient descent optimization heuristics have greatly accelerated progress in deep learning. Although these methods are simple and effective, how they work remains unknown. Gradient descent optimization in deep learning has become a...

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Bibliographic Details
Main Authors: Chuanlei Zhang, Minda Yao, Wei Chen, Shanwen Zhang, Dufeng Chen, Yuliang Wu
Format: Article
Language:English
Published: Hindawi-Wiley 2021-01-01
Series:Security and Communication Networks
Online Access:http://dx.doi.org/10.1155/2021/9956773