Title :
Probing modification of BP neural network learning-rate
Author :
Hao, Pan ; Yuan, Jing-ling ; Luo Zhong
Author_Institution :
Comput. Sci. & Technol. Sch., Wuhan Univ. of Technol., China
Abstract :
By analyzing modification of the BP neural network learning-rate and probing modification of the function learning-rate to speed BP neural network learning, a new modified BP algorithm is proposed. The speed and convergence of this algorithm is superior to the traditional algorithm.
Keywords :
backpropagation; convergence; neural nets; BP neural network; backpropagation; convergence; function learning rate; Algorithm design and analysis; Artificial neural networks; Computer networks; Computer science; Eigenvalues and eigenfunctions; Electronic mail; Equations; Least squares approximation; Neural networks; Scheduling algorithm;
Conference_Titel :
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7508-4
DOI :
10.1109/ICMLC.2002.1176763
