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自动化学报 1995
Second Order Fast Learning Algorithm of BP Neural Network Via PID Control
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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.