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把一种局部线性模型应用于小波神经网络中,把网络隐层与输出层之间的直接连接权值用一种线性模型来代替以减少隐层节点数目.对带局部线性模型的小波神经网络与一般小波神经网络的性能进行比较,试验结果证明了带局部线性模型的小波神经网络的优越性.
A local linear model is applied to the wavelet neural network to replace the direct connection weight between the hidden layer and the output layer of the network by a linear model to reduce the number of hidden nodes.For wavelet neural networks with local linear model Compared with the performance of general WNN, the experimental results prove the superiority of WNN with local linear model.