Description: This program demonstrates some function approximation capabilities of a Radial Basis Function Network.
The user supplies a set of training points which represent some "sample" points for some arbitrary curve. Next, the user specifies the number of equally spaced gaussian centers and the variance for the network. Using the training samples, the weights multiplying each of the gaussian basis functions arecalculated using the pseudo-inverse (yielding the minimum least-squares solution). The resulting network is then used to approximate the function between the given "sample" points. -This program demonstrates some function a pproximation capabilities of a Radial Basis Fu nction Network. The user supplies a set of train ing points which represent some "sample" point s for some arbitrary curve. Next, the user specifies the number of equally spaced Response centers and the variance for the netwo rk. Using the training samples, the weights multiplying each of the Gaussian ba sis functions arecalculated using the pseudo- inverse (yielding the minimum least-squares s middleware). The resulting network is then used to approximate the function between the given "sa mple "points. Platform: |
Size: 18432 |
Author:陈伟 |
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Description: 可以方便利用训练数据建立径向基函数神经网络并绘制输入-输出网格图。-Can easily make use of training data to establish radial basis function neural network and the mapping of input- output grid. Platform: |
Size: 2048 |
Author:张磊 |
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Description: 神经网络的源码程序，利用c的知识和能用径向基神经网络的功能-Neural network source code procedures, take advantage of the knowledge and use c radial basis function neural network Platform: |
Size: 1024 |
Author:jiangjiuju |
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Description: 针对实际对象数学模型不明确而难以控制的问题,采用人工免疫网络的离散模
型与学习算法,将人工免疫系统与神经网络结构的优势相结合,提出了一种基于人工免疫
网络的模式识别算法,构造了对象识别的人工免疫网络模型.该算法综合了网络节点的定
位与参数调整以及对基函数的平滑因子实施调谐等功能,有效地解决了径向基函数
(RBF)神经网络模式识别的两个阶段任务,使模式识别的精度有较大的改进.采用两个不
同对象函数进行的仿真试验表明,该算法具有快速收敛性与较高的准确性.
-Mathematical model for the actual object is not clear and difficult to control the problem, the use of artificial immune network model and the discrete learning algorithm, artificial immune systems and neural networks combine the advantages of structure, an artificial immune network based on pattern recognition algorithms, Construction of the object identified by artificial immune network model. the algorithm is a combination of network nodes to adjust the position and parameters as well as the basis function implementation of the smoothing factor, tuning and other functions, to effectively solve the Radial Basis Function (RBF) neural network pattern recognition of two phase of the task, so that the accuracy of pattern recognition have greater improvements. the use of two different object functions of the simulation tests show that the algorithm has fast convergence and higher accuracy. Platform: |
Size: 114688 |
Author:杨玉琴 |
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Description: 利用网络实现函数逼近
使用的主要函数如下：
NEWRB——设计径向基函数神经网络
SIM——对径向基函数网络进行仿真-Function approximation using the Internet to achieve the main function is as follows: NEWRB- the design of radial basis function neural network SIM- for radial basis function network simulation Platform: |
Size: 1024 |
Author:舒 |
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Description: 径向基函数神经网络（RBF）的MATLAB程序，比较详细，希望对学习RBF的人有帮助-Radial basis function neural network (RBF) of the MATLAB program, a more detailed study RBF people who want to help Platform: |
Size: 2048 |
Author:vivian |
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Description: 用于函数逼近的径向基逼近和差值，是一个基础函数，包括高斯及二项式两种，可拓展到多个应用领域-Radial basis functions are use for function approximation and interpolation. This package supports two popular classes of rbf: Gaussian and Polyharmonic Splines (of which the Thin Plate Spline is a subclass).
The package also calculates line integrals between two points. Platform: |
Size: 9216 |
Author:辛芳芳 |
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Description: 基于matlab的径向基网络模拟，源代码均是matlab的.m文件。实现了一些径向基网络的实例-Radial basis function network based simulation matlab, matlab source code are the. M file. To achieve a number of examples of radial basis network Platform: |
Size: 2048 |
Author:成龙 |
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Description: 基于神经网络的中的径向基网络，用来预测地下水位-Radial basis function network based on neural network, is used to forecast groundwater level Platform: |
Size: 1024 |
Author:闫茜 |
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Description: 《MATLAB神经网络原理与实例精解》一书配套的径向基神经网络程序示例，含有完整注释。- MATLAB network principles and examples of fine nerve Solutions, a book supporting the radial basis neural network program example, contains the complete comment. Platform: |
Size: 15360 |
Author:yao |
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Description: 径向基函数网络,径向基函数网络的基础，内容清楚，值得借鉴-Radial basis function network based radial basis function network, the content is clear, it is worth learning Platform: |
Size: 12288 |
Author:ygf |
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Search - radial basis function network