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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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wavelet-transfer
本文主要讲的是图像变化中所使用的小波变换的一些基本知识(This article is primarily concerned with changing the image used in some of the basics of wavelet transform)
- 2011-01-19 11:38:50下载
- 积分:1
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startpoint
该函数是常用于求解采样信号的起点的matlab函数(matlab function used for the start point of signal)
- 2013-01-30 10:41:31下载
- 积分:1
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cc_grids_constrained
CC_GRIDS_CONSTRAINED computes CC orders and grids satisfying a constraint.
- 2012-09-01 16:40:18下载
- 积分:1
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OFDMoncha
OFDM系统中信道估计的ls,mmse算法性能比较程序(OFDM system channel estimation of the ls, mmse algorithm performance comparison procedures)
- 2010-11-10 10:37:56下载
- 积分:1
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chap1
说明: PID的MATLAB仿真程序,各种PID的。很全,欢迎下载(hao)
- 2009-08-26 14:18:39下载
- 积分:1
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shendutuhuizhi
基于深度图的图像绘制技术研究 介绍并探讨研究了图像绘制的关键技术(Based on the depth chart image rendering technology research describes and discusses the key technologies of images drawn)
- 2012-04-15 17:16:03下载
- 积分:1
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pca-kpca
此为pca ,kpca的源代码,智能技术课上用的(This is a pca, kpca source code)
- 2010-05-29 11:00:26下载
- 积分:1
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Q
说明: 使用基于栅格地图的Q-learning进行路径规划。(This program use Q-learning to path planning,based on grid map.)
- 2020-05-28 09:53:04下载
- 积分:1
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OFDM-basedsystemdesignandsimulation
基于matlab的OFDM系统设计与仿真(Matlab for OFDM-based system design and simulation)
- 2010-05-26 22:30:52下载
- 积分:1