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RBF Neural Network Design and Simulation

2012
This chapter introduces RBF neural network design method, gives RBF neural network approximation algorithm based on gradient descent, analyzes the effects of Gaussian function parameters on RBF approximation, and introduces RBF neural network modeling method based on off-line training. Several simulation examples are given.
openaire   +1 more source

Multi-Objective Optimization of Jet Pump Based on RBF Neural Network Model

Journal of Marine Science and Engineering, 2021
Kai Xu, Gang Wang, Luyao Zhang
exaly  

Distributed formation control of nonholonomic autonomous vehicle via RBF neural network

Mechanical Systems and Signal Processing, 2017
Shichun Yang   +2 more
exaly  

Prediction of soybean price in China using QR-RBF neural network model

Computers and Electronics in Agriculture, 2018
Guangming Zang
exaly  

An improved design of RBF neural network control algorithm based on spintronic memristor crossbar array

Neural Computing and Applications, 2016
Tianshu Li, Shukai Duan, Lidan Wang
exaly  

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