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matlab6.5study
matlab实例教程(含语句注释),包含13个章节,详细(matlab tutorial examples (including the statement notes), contains 13 chapters, detailed)
- 2012-11-29 15:48:42下载
- 积分:1
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Relevance-Vector-Machine
说明: 相关向量机(Relevance Vector Machine,简称RVM)是Micnacl E.Tipping于2000年提出的一种与SVM(Support Vector Machine)类似的稀疏概率模型,是一种新的监督学习方法。
它的训练是在贝叶斯框架下进行的,在先验参数的结构下基于主动相关决策理论(automatic relevance determination,简称ARD)来移除不相关的点,从而获得稀疏化的模型。在样本数据的迭代学习过程中,大部分参数的后验分布趋于零,与预测值无关,那些非零参数对应的点被称作相关向量(Relevance Vectors),体现了数据中最核心的特征。同支持向量机相比,相关向量机最大的优点就是极大地减少了核函数的计算量,并且也克服了所选核函数必须满足Mercer条件的缺点。(Relevance Vector Machine (RVM) is a sparse probability model similar to SVM (Support Vector Machine) proposed by Micnacl E. Tipping in 2000. It is a new supervised learning method.
Its training is carried out under the Bayesian framework. Under the structure of prior parameters, it is based on Automatic Relevance Determination (ARD) to remove the irrelevant points, so as to obtain the sparse model. In the iterative learning process of sample data, the posterior distribution of most parameters tends to zero, which is independent of the predicted value. The points corresponding to non-zero parameters are called Relevance Vectors, which represent the most core features of the data. Compared with support vector machine, the biggest advantage of correlation vector machine is that it greatly reduces the computation amount of kernel function, and also overcomes the shortcoming that the selected kernel function must meet Mercer's condition.)
- 2021-03-23 21:20:53下载
- 积分:1
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16QAM
Digital transmission using 16qam
- 2010-06-28 23:18:06下载
- 积分:1
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rbnnet_166
网上下的一个关于径向基函数网络应用实例,希望大家能有用(the Internet on an RBF network application examples and I hope that we can be useful)
- 2006-08-21 09:51:04下载
- 积分:1
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quiverc
在这个更新的代码,新功能,包括colorbar,samesize包括向量plottting...
%更新版本$日期:5月18日,2011年由梁枯盎斯蒂文斯技术学院
%更新1:更改int8到Int16的colormap的是,当电流超过64个大,这将导致错误
%更新2:加入 samesize 为使所有的向量samesize
%更新3:添加colorbar相应的开方的幅度(ü^2+ V键^ 2)
%更新4:错误修复,当你为h = quiverc,这是行不通的。
------------------------------------------------- -----------
(In this updated code,new features including colorbar, samesize vectors plottting are included
Updated version $Date: May 18th,2011 by Liang Kuang at Stevens Institute of Tech
Update 1: Change int8 to int16 when current colormap is bigger than 64,which will cause error
Update 2: Added samesize for making all the vectors the samesize
Update 3: Add colorbar corresponding the the magnitude of sqrt(u^2+v^2)
Update 4: bug fixed,when you do h=quiverc, it doesn t work.
------------------------------------------------------------)
- 2011-05-23 10:49:17下载
- 积分:1
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SNR
利用matlab计算图像变化前后的信噪比!(Use the matlab to calculate the Signal to Noise Ratio!)
- 2012-05-07 16:36:03下载
- 积分:1
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mpckongzhi
说明: MPC模型建立的代码,可直接运行,已修改(The code established by MPC model, which can be run directly, has been modified)
- 2020-03-13 12:09:01下载
- 积分:1
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acidct
程序包,包含aci,dct,gabor,kernelset,LPsvmclass五个程序。希望对大家的研究有用(Package includes aci, dct, gabor, kernelset, LPsvmclass five procedures. Hope to be useful research)
- 2010-12-03 10:01:39下载
- 积分:1
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ecg_dis
心电的实时显示上位机GUI,从串口读入数据。(Matlab GUI for ECG monitoring.)
- 2009-05-21 10:21:38下载
- 积分:1
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final
This lab is developed to implement a low pass filter using windowing technique. We study the way how to design FIR digital filters and how Matlab offers tools for the design.
- 2012-05-11 15:13:01下载
- 积分:1