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Reversible_Jump_MCMC_Bayesian_Model_Selection
This demo nstrates the use of the reversible jump MCMC algorithm for neural networks. It uses a hierarchical full Bayesian model for neural networks. This model treats the model dimension (number of neurons), model parameters, regularisation parameters and noise parameters as random variables that need to be estimated. The derivations and proof of geometric convergence are presented, in detail, in: Christophe Andrieu, Nando de Freitas and Arnaud Doucet. Robust Full Bayesian Learning for Neural Networks. Technical report CUED/F-INFENG/TR 343, Cambridge University Department of Engineering, May 1999. After downloading the file, type "tar -xf rjMCMC.tar" to uncompress it. This creates the directory rjMCMC containing the required m files. Go to this directory, load matlab5 and type "rjdemo1". In the header of the demo file, one can select to monitor the simulation progress (with par.doPlot=1) and modify the simulation parameters.
(This demo nstrates the use of the reversible jump MCMC algorithm for neural networks. It uses a hierarchical full Bayesian model for neural networks. This model treats the model dimension (number of neurons), model parameters, regularisation parameters and noise parameters as random variables that need to be estimated. The derivations and proof of geometric convergence are presented, in detail, in: Christophe Andrieu, Nando de Freitas and Arnaud Doucet. Robust Full Bayesian Learning for Neural Networks. Technical report CUED/F-INFENG/TR 343, Cambridge University Department of Engineering, May 1999. After downloading the file, type "tar-xf rjMCMC.tar" to uncompress it. This creates the directory rjMCMC containing the required m files. Go to this directory, load matlab5 and type "rjdemo1". In the header of the demo file, one can select to monitor the simulation progress (with par.doPlot=1) and modify the simulation parameters.
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- 2008-03-07 23:23:12下载
- 积分：1
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emd
基于MATLAB的EMD去噪算法，可用于线形，非线性一维信号，去噪效果良好。(EMD denoising algorithm based on MATLAB)
- 2020-12-18 12:49:11下载
- 积分：1
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pulse_compression_doppler_frequency
对巴克码或者伪随机序列码进行脉冲压缩时，由于多普勒的影响会产生多普勒频移，本代码就是解决多普勒补偿问题 绝对好用(BK code and pseudo random code,pulse compression,doppler frequency)
- 2020-11-16 17:29:41下载
- 积分：1
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LSSVMlabv1_8_R2009b_R2011a
matlab LSSVM
matlab最小二乘支持向量机工具箱(matlab LSSVM)
- 2016-11-09 14:16:03下载
- 积分：1
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Based-on-MATLAB-PID-control-system
基于MATLAB/Simulink的PID控制系统的设计与仿真(Based on MATLAB/Simulink PID control system design and simulation)
- 2011-06-22 22:00:20下载
- 积分：1
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FFRLS
系统辨识与自适应控制---遗忘因子递推最小二乘参数估计(forgetting factor recursive least squares parameter estimation)
- 2011-07-04 16:09:01下载
- 积分：1
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A_TOA_analytically
Active approach - TOA(Active approach- TOA)
- 2007-04-30 16:45:45下载
- 积分：1
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IEEE_06463818
Wind Turbine Crowbar Reliability Related on
Electric Charge Accumulation/Discharge
- 2014-10-29 17:49:42下载
- 积分：1
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ivybakcf
课程设计时编写的matlab程序代码，采用了小波去噪的思想，脉冲响应的相关分析算法并检验，包括脚本文件和函数文件形式，随机调制信号下的模拟ppm，这个有中文注释，看得明白，用于时频分析算法，外文资料里面的源代码。
( Course designed to prepare the matlab program code, Using wavelet denoising thought, Related impulse response analysis algorithm and inspection, Including script files and function files in the form, Random ppm modulated analog signal under The Chinese have a comment, understand it, For time-frequency analysis algorithm, Foreign materials inside the source code.
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- 2016-04-07 13:16:30下载
- 积分：1
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S_StudentT
进行T分布检验，专门用于极值分析，如果有极值分析的需要可以进一步联系我！(T distribution for testing, specifically for the extreme value analysis, if there are extreme needs analysis can further contact me!)
- 2007-09-21 17:55:47下载
- 积分：1
