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SVMNR
支持向量机和BP神经网络虽然都可以用来做非线性回归,但它们所基于的理论基础不同,回归的机理也不相同。支持向量机基于结构风险最小化理论,普遍认为其泛化能力要比神经网络的强。为了验证这种观点,本文编写了支持向量机非线性回归的通用Matlab程序和基于神经网络工具箱的BP神经网络仿真模块,仿真结果证实,支持向量机做非线性回归不仅泛化能力强于BP网络,而且能避免神经网络的固有缺陷——训练结果不稳定。
(Support Vector Machine and BP neural network, even though there can be used to make non-linear regression, but they are based on the theoretical basis for the different, the mechanism of regression is not the same. Support vector machine based on structural risk minimization theory, generally considered the generalization ability of neural networks than the strong. To test this view, the paper prepared by non-linear regression support vector machine procedures and based on a common Matlab neural network toolbox of BP neural network )
- 2021-03-03 21:59:32下载
- 积分:1
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ImageProcessingbyYikwang
This ia s simple Matlab code on image processing. It perform a negative on image, enhance the image and convert the image to gray-scale.
- 2010-11-02 09:39:45下载
- 积分:1
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Gemesa_E-diagram
Gemesa_E-diagram Gemesa_E-diagram Gemesa_E-diagram
- 2010-11-19 09:54:47下载
- 积分:1
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shipinfenxi
该软件包括自适应时频分析的计算内
核及Matlab 交互脚本.使用了 GUI 交互界面,可允许用户进行更多、更加直观的控制操作,可在Matlab 命令行直接敲入 tfagui 进入交互界面。(The software includes adaptive time-frequency analysis calculation
Nuclear and Matlab interactive script. Using the GUI interface, allowing users more and more intuitive control operation, can be directly in the Matlab command line type tfagui into the interface.
)
- 2013-12-26 16:56:43下载
- 积分:1
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APF_Goodfd
apf仿真模型 谐波检测 抑制 低通滤波器(the apf simulation model of harmonic detection suppress low-pass filter)
- 2012-12-01 21:07:27下载
- 积分:1
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pso1
基本粒子群优化算法(pso),用matlab编写的PSO源程序,适用于函数优化等(pso)
- 2009-02-05 11:34:04下载
- 积分:1
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Matlab-7
《小波分析理论与Matlab 7实现》书籍源码,包含个章节的例子(Examples of wavelet analysis theory and Matlab 7 " books source contains chapters)
- 2013-04-14 19:57:02下载
- 积分:1
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DSPcode
数字信号处理源代码,清华大学数字信号处理研究生教材课后习题代码(Digital signal processing source code, digital signal processing, Tsinghua University graduate teaching after-school exercise code)
- 2013-12-19 10:08:58下载
- 积分:1
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Plot_sphere_3d
matlab code to plot sphere (3d)
- 2010-10-29 23:31:46下载
- 积分:1
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TwIST_v2
基于压缩感知理论的MRI一阶快速算法软件包(a first order fast algorithm package based on the theory of compressed sensing )
- 2013-10-14 20:56:54下载
- 积分:1