BP神经网络振荡和平台问题的解决

Oscillation and Platform Problems in Back Propagation Neural Networks

  • 摘要: 叙述了BP神经网络的基本思想,分析了BP网络产生振荡和平台的原因,给出了解决问题的方法.同时介绍了一个BP神经网络的数字识别系统(DGRS).

     

    Abstract: The traiditional back propagation algorithm often produces oscillation and platform problems and affects the speed of convergence of the algorithm.The paper describes the basic thought of BP neural networks,analyses the cause of oscillation and platform problem produced by networks and puts forward methods of solution.It also introduces a digital recognition system of BP neural networks, the DGRS.

     

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