rbf神经网络参考文献
时间: 2023-09-30 18:05:09 浏览: 98
神经网络参考资料
以下是一些 RBF 神经网络的参考文献:
1. Broomhead, D. S., & Lowe, D. (1988). Radial basis functions, multi-variable functional interpolation and adaptive networks. Royal Society Open Science, 441(1907), 319-340.
2. Moody, J. E., & Darken, C. J. (1989). Fast learning in networks of locally-tuned processing units. Neural Computation, 1(2), 281-294.
3. Park, J. H., & Sandberg, I. W. (1991). Universal approximation using radial-basis-function networks. Neural Computation, 3(2), 246-257.
4. Chen, C. F., & Lee, C. S. G. (1991). Radial basis function networks and their application in control. IEEE Transactions on Systems, Man, and Cybernetics, 21(6), 1572-1584.
5. Huang, G. B., Zhu, Q. Y., & Siew, C. K. (2006). Extreme learning machine: theory and applications. Neurocomputing, 70(1-3), 489-501.
6. Wang, J., & Zhang, Y. (2017). A review on radial basis function networks and kernel methods. Neural Computing and Applications, 28(8), 1961-1972.
7. Yang, B., & Li, Y. (2016). Robustness analysis of radial basis function neural networks. Neural Networks, 83, 27-35.
8. Chen, K., Li, Y., & Zhang, B. (2019). A novel RBF neural network for time series prediction. Neurocomputing, 331, 254-263.
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