Global convergence of online BP training with dynamic learning rate

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...

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Bibliographic Details
Main Authors: Zhang, Rui, Xu, Zong-Ben, Huang, Guang-Bin, Wang, Dianhui
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2013
Subjects:
Online Access:https://hdl.handle.net/10356/99834
http://hdl.handle.net/10220/13532
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Institution: Nanyang Technological University
Language: English