Analysis and Comparison of the Structure and Performance of Local Neural Networks
2021 11th International Conference on Intelligent Control and Information Processing (ICICIP)(2021)
摘要
The paper synthesizes the local neural networks. Network structures and their activation functions of three local networks CMAC, B-spline, RBF that are often used to approach functions are analyzed and compared in detail. The network structure of ART-2 is also discussed. Based on the fuzzy system of these local networks, the paper depicts their fuzzy structures and performances. The study and anal...
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关键词
Fuzzy logic,Adaptive systems,Neural networks,Information processing,Classification algorithms,Splines (mathematics),Intelligent control
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