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OALib Journal期刊
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Second Order Fast Learning Algorithm of BP Neural Network Via PID Control
BP网络的PID型二阶快速学习算法

Keywords: BP neural network,PID control,fast learning algorithm
PID控制
,快速学习算法,神经网络

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Abstract:

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.

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