-
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
-
Adaptive_filtering_toolbox
The matlab codes for adaptive filtration and echo-cancelleration, codes using LMS, RLS, DFT, Subband filtration.
- 2010-03-04 20:01:46下载
- 积分:1
-
tsp
基于免疫算法的tsp问题的matlab程序 (Based on Immune Algorithm tsp problem matlab program)
- 2010-05-26 15:33:00下载
- 积分:1
-
MIMO-Channel-estiamtion
MIMO信道均衡与估计:在高斯信道环境下,LTE系统中,基于导频的信道估计。(MIMO channel equalization and estimation: In the Gaussian channel environment, LTE system, based on pilot channel estimates.)
- 2015-10-21 09:42:53下载
- 积分:1
-
stress
说明: 这对于计算chut chutiye的摩擦力是一个很好的选择(this is a nice for calculating the friction of chut chutiye)
- 2020-06-23 09:20:02下载
- 积分:1
-
FFT
自己编写的MATLAB程序,用于实现FFT变换,并和MATLAB自带的FFT函数作对比(Have written MATLAB program for the realization of FFT transform, and FFT and MATLAB built-in function compared)
- 2009-06-17 16:20:25下载
- 积分:1
-
DelayTime-Autoralation
采用自相关法计算混沌时间序列最小延迟时间的Matlab原程序。(using autocorrelation calculated chaotic time series smallest delay time of the original program Matlab.)
- 2007-04-16 08:56:47下载
- 积分:1
-
LFM
线性调频信号的产生线性调频信号的产生线性调频信号的产生(The generation of linear frequency modulation signal
)
- 2013-12-23 00:00:26下载
- 积分:1
-
基于bp算法的手写字体识别
手写字体识别,matlab平台实现,准确率达到了百分之98,bp神经网络进行反向优化(Handwritten font recognition, matlab platform implementation, accuracy rate of 98%, bp neural network for reverse optimization)
- 2019-04-16 18:39:14下载
- 积分:1
-
MatLabmingling
MATLAB命令大全,收录庞大的MATLAB命令,令你在进行数值分析计算时更加方便(MATLAB command Daquan, contains a large MATLAB commands, so that you are going through is more convenient for numerical analysis and calculation)
- 2009-10-07 15:50:43下载
- 积分:1