自适应神经网络及其在刀具智能监控中的应用

来源 :华中理工大学学报 | 被引量 : 0次 | 上传用户:tonerzhang
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讨论了神经网络的拓扑结构的学习和神经元激活函数等问题,提出了自构形神经网络的概念和算法,较好地解决了隐节点数目选取问题.将自适应神经网络用于刀具加工状态智能监控的信号融合之中,取得了满意的结果. Discussed the topological structure of neural networks learning and neuron activation functions and other issues, put forward the concept and algorithm of self-organizing neural network, and better solve the problem of selecting the number of hidden nodes.Adaptive neural network for tool machining state Intelligent monitoring of signal fusion, and achieved satisfactory results.
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