Global convergence of online BP training with dynamic learning rate

• Main Authors: Zhang, Rui, Xu, Zong-Ben, Huang, Guang-Bin, Wang, Dianhui
• 其他作者: School of Electrical and Electronic Engineering
• 格式: Article
• 語言: English
• 出版: 2013
• 主題: DRNTU::Engineering::Electrical and electronic engineering
• 在線閱讀: https://hdl.handle.net/10356/99834; http://hdl.handle.net/10220/13532

The online backpropagation (BP) training procedure has been extensively explored in scientific research and engineering applications. One of the main factors affecting the performance of the online BP training is the learning rate. This paper proposes a new dynamic learning rate which is based on th...