RBM-DBN有限玻尔兹曼机、深度置信网的Matlab实现我要分享

Matlab implementation of rbm-dbn finite Boltzmann machine and depth confidence net

有限玻尔兹曼机 深度置信网 RBM-DBN

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文件大小: 4674KB

代码分类: 仿真计算

开发平台: matlab

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代码描述

中文说明:

有限玻尔兹曼机、深度置信网的Matlab实现,用mnist数据进行验证,对理解深度学习原理有帮助。


English Description:

The realization of finite Boltzmann machine and deep belief network with MATLAB is verified by MNIST data, which is helpful to understand the principle of deep learning


代码预览

RBM-DBN\CalcErrorRate.m

RBM-DBN\CalcRmse.m

RBM-DBN\GetDroppedDBN.m

RBM-DBN\GetOnInd.m

RBM-DBN\h2v.m

RBM-DBN\linearMapping.m

RBM-DBN\mnist\evaMNIST.m

RBM-DBN\mnist\mnistbbdbn.mat

RBM-DBN\mnist\mnistread.m

RBM-DBN\mnist\readme.txt

RBM-DBN\mnist\testMNIST.m

RBM-DBN\mnist\trainMNIST.m

RBM-DBN\ObjectFunc.m

RBM-DBN\pretrainDBN.m

RBM-DBN\pretrainRBM.m

RBM-DBN\randDBN.m

RBM-DBN\randRBM.m

RBM-DBN\SetLinearMapping.m

RBM-DBN\sigmoid.m

RBM-DBN\testDNN.m

RBM-DBN\trainDBN.m

RBM-DBN\v2h.m

RBM-DBN\v2hall.m

RBM-DBN\mnist

RBM-DBN