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基于脊波网络的模拟电路故障诊断

, PP. 155-162

Keywords: 小波,脊波,脊波网络,模拟电路故障诊断

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Abstract:

将脊波与神经网络进行有机的结合,构造了一种新型的用于模拟电路故障诊断的脊波网络系统,并给出了基于最速梯度下降法与动量法相结合的训练算法和电路故障诊断的方法及步骤。由于脊波能有效地处理高维函数直线状和超平面状的奇异性,因此将脊波作为神经网络隐层的激活函数从而构成的脊波网络能有效地处理复杂的电路故障信息从而对故障做出正确的分类。实验结果证实了这种新型方法的有效性。

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