Enhancing deep neural network training efficiency and performance through linear prediction

Abstract Deep neural networks have achieved remarkable success in various fields. However, training an effective deep neural network still poses challenges. This paper aims to propose a method to optimize the training effectiveness of deep neural networks, with the goal of improving their performanc...

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Bibliographic Details
Main Authors: Hejie Ying, Mengmeng Song, Yaohong Tang, Shungen Xiao, Zimin Xiao
Format: Article
Language:English
Published: Nature Portfolio 2024-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-65691-0