Global convergence of online BP training with dynamic learning rate

• المؤلفون الرئيسيون: Zhang, Rui, Xu, Zong-Ben, Huang, Guang-Bin, Wang, Dianhui
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2013
• الموضوعات: DRNTU::Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: 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...