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《自动化学报》 1995-01
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SECOND ORDER FAST LEARNING ALGORITHM OF BP NEURAL NETWORK VIA PID CONTROL

DENG ZHIDONG;Sun ZENGQI (Dept. of .Computer Sci. & Tech., Tsinghua University Beijing 100084)LIU JIANWEI (Dept. of Control Engineering, Harbin Institute of Technology Harbin 150006)  
In this paper a second order fast learning algorithm of BP neural network,based on PID concepts, is proposed and a necessary condition and a good convergence region of learning parameter are derived. An example of nonlinear sine function is illustrated by simulation, which shows that the learning speed of the procedure described here is at least increased by 22 times more than the standard BP algorithm.
【Fund】: 国家博士后科学基金
【CateGory Index】: TP18
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