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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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psmf1
coding for progressive switching median filter
- 2010-03-08 18:05:54下载
- 积分:1
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altmany-export_fig-6c11f9f
可以把输出图片设置为任意格式 MATLAB程序(Exports figures nicely to a number of vector & bitmap formats)
- 2015-01-23 20:32:06下载
- 积分:1
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SIMULINK.OFDM
基于SIMULINK的OFDM的系统设计和仿真(SIMULINK of OFDM-based system design and simulation)
- 2010-08-01 09:40:41下载
- 积分:1
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Squre2
对于多项式y(i) = b0 + b1 * x + b2 * x^2 + b3 * x^3 + ...... bn * x^n
用递推最小二乘法来估计上式中的b0, b1, ..., bn(for polynomial y (i) = b0 b1 b2* x* x* b3 ^ 2 x ^ 3 ...... bn* x ^ n recursive least squares method used to estimate the on-belts, b1, ..., bn)
- 2007-05-16 21:34:01下载
- 积分:1
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mpsk
说明: mpsk的源代码 里面是一个txt文档下载后可以再matlab程序上直接运行(MPSK inside the source code is a txt file download matlab program can be run directly)
- 2008-11-24 09:28:12下载
- 积分:1
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matlab_code_for_moblie_model
常用信道的实现原程序代码,可以用于通信系统性能的评估.(Original Program of the common channel)
- 2009-03-06 18:08:53下载
- 积分:1
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tracking
program in matlab code
- 2010-07-16 10:55:23下载
- 积分:1
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DSP_ZF
Script for computing the BER for BPSK modulation in a Rayleigh fading channel with 2 Tx, 2Rx MIMO channel Zero Forcing equalization The operation is trying to force the interference term to 64×64 system is huge.
- 2015-03-10 03:42:42下载
- 积分:1
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fxlmsEn
英文版本的关于反馈fxlms算法在主动降噪中的使用,很不错的一个pdf(Feedback fxlms English version of the algorithm on the use of active noise reduction, very good one pdf)
- 2010-11-25 21:04:30下载
- 积分:1