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Description: 自己编写RBF神经网络程序，RBF神经网络隐层采用标准Gaussian径向基函数，输出层采用线性激活函数，其中数据中心、扩展常数和输出权值均用梯度法求解，它们的学习率均为0.001。其中隐节点数选为10，初始输出权值取[-0.1，0.1]内的随机值，初始数据中心取[-1，1]内的随机值，初始扩展常数取[0.1，0.3]内的随机值，输入采用[0 1]的随机阶跃输入(Write your own RBF neural network, RBF neural network hidden layer using standard Gaussian radial basis function, the output layer using a linear activation function, the data center, and the output weights are constant expansion with the gradient method, the learning rate is 0.001. The number of hidden nodes is 10, the initial output value [-0.1, random value of 0.1], initial data center [-1, random value of 1], the initial expansion constant of [0.1, a random value within 0.3], using a random order [0 1] step input)
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Size: 19456 |
Author: RED2AWN
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Description: 七个RBF神经网络的源程序,有建模及RBF的具体分析，简简单单的几个小程序(Seven RBF neural network source)
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Size: 9216 |
Author: DaShuAndy
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Description: 基于RBF网络逼近的自适应控制，含有详细内容讲解，仿真实例以及详细的MATLAB代码(RBF network approximation based adaptive control, including detailed explanations, simulation examples, as well as detailed MATLAB code)
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Size: 63488 |
Author: 有恃无恐2L
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Description: 《RBF神经网络自适应控制的matlab仿真》刘金琨著 程序包("RBF neural network adaptive control matlab simulation" Liu Jinkun program package)
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Size: 268288 |
Author: Taurus.0915
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Description: 使用iris鸢尾花数据集测试rbf神经网络的分类效果(Using iris iris dataset to test the classification effect of RBF neural network)
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Size: 1024 |
Author: 夏日回忆
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Description: 预测实例，matlab实现烧结配料含水量的预测，误差发散，没有收敛(Prediction example, MATLAB realizes the prediction of water content in sintering burden, the error is divergent, and there is no convergence)
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Size: 1024 |
Author: csuzxz
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Description: programs of radial basis function in MATLAB
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Size: 1046528 |
Author: flora16
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Description: matlab nn-pid control
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Size: 1024 |
Author: dp_pid
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Description: 该文件主要是在Matlab条件下开发的RBF算法，主要用于机器视觉学习分类(This file is mainly a RBF algorithm developed under the condition of Matlab, which is mainly used for machine vision learning classification.)
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Size: 26624 |
Author: ywqh
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Description: 基于最小二乘法RBF神经网络MATLAB程序，采用最小二乘法及RBF神经网络完成系统辨识(RBF neural network MATLAB program based on least square method, using least square method and RBF neural network to complete system identification)
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Size: 1024 |
Author: liyuqi61148
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Description: 该工具箱提高了径向基函数的matlab编码，能够实现函数拟合，用于黑箱问题优化(Approximation and optimizaiton for black-box problems)
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Size: 1147904 |
Author: jeffrocky |
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Description: 2018美赛A题第三问本人用RBF径向基神经网络制作的生成任意海浪模型的程序，可以解决移动船只的仿真问题(2018 A question third ask me the program of generating arbitrary sea wave model by RBF radial basis neural network, which can solve the simulation problem of mobile ship.)
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Size: 2048 |
Author: Dyson_666 |
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Description: 径向基函数插值使用一系列基函数，它们在每个采样点对称且居中。径向基函数是一类特殊的函数，其主要特征是它们的响应与中心点的距离单调地减小（或增加）。中心、距离刻度和精确的形状是模型的参数。(Radial Basis Function interpolation with biharmonic, multiquadric, inverse multiquadric, thin plate spline, and Gaussian basis functions for Matlab/Octave.
RBF interpolation uses a series of basis functions that are symmetric and centered at each sampling point. Radial basis functions are a special class of functions with their main feature being that their response decreases (or increases) monotonically with distance from a central point. The center, the distance scale, and the precise shape are parameters of the model.)
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Size: 33792 |
Author: baidudu |
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Description: 运用RBF神经网络对股票的价格运行趋势进行预测(Using RBF neural network to predict the stock)
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Size: 7168 |
Author: 牛骨头 |
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Description: 基于RBF的网络最小参数学习法的机械手自适应控制 matlab仿真程序(Matlab simulation program for self-adaptive control of manipulator based on RBF network minimum parameter learning method)
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Size: 17408 |
Author: williamhh |
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Description: This book discusses how to realize neural network in MATLAB environment, including the commonly used neural network and related theory, combined with the BP neural network, RBF neural network, SVM
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Size: 4228096 |
Author: SALMI |
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Description: rbf Matlab 源程序 仅供参考学习使用，如有错误请指正。(rbf Matlab The source program is for reference only. Please correct if there is any mistake.)
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Size: 1024 |
Author: gjr1234567 |
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Description: RBF神经网络用于三分类
完整matlab算法
可运行(RBF neural network for three classification
Complete matlab algorithm
Executable)
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Size: 1024 |
Author: 沁出眼泪的梦 |
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Description: 径向基神经网络拟合非线性曲线matlab例程
详细代码以及曲线图(RBF neural network fitting curve routine)
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Size: 128000 |
Author: aiyahaha~ |
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Description: 利用径向基神经网络逼近非线性函数，MATLAB编程实现，给出训练误差(Radial basis function neural network is used to approximate nonlinear functions. MATLAB programming is implemented to give training error.)
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Size: 2048 |
Author: 小太M阳 |
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