Analysis and Comparison of the Structure and Performance of Local Neural Networks

2021 11th International Conference on Intelligent Control and Information Processing (ICICIP)（2021）

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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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