If the number of the BP neural network’hidden layer nodes is decided according to needing,a neural network hasing three layers can approximate a continuous function with any precision.
如果BP神经网络的隐层节点数可以根据需要自由决定,那么一个三层神经网络可以实现以任意精度近似任意连续函数。
参考来源 - 小波神经网络及其应用·2,447,543篇论文数据,部分数据来源于NoteExpress
首先对目前常用的RBF网络的隐层节点数的选择办法进行了分析,并指出它们的优点和不足。
First, the usual ways that are employed to choose the number of RBFNN's hidden layer nodes are analyzed and compared.
考察了隐层节点数对网络收敛速度、识别正确率的影响以及学习率对收敛速度的影响,改进了网络训练算法。
The influence to convergent speed and recognition accuracy of both concealed layer node count and the learning rate is considered.
医学知识存储在症状与疾病的模糊关系上。推理时使用模糊关系合成的方法。对基于规则的神经网络方法,从规则集中自动构造网络的结构,确定隐层节点数和连接权值。
The clinic knowledge is stored in the fuzzy relations between disease condition and the all correlative disease, and It can get the clinical diagnosis from these fuzzy relations by synthesizing.
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