RBM-DBN

代码说明：

  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。(A Finite Boltzmann machine and deep belief network are implemented in MATLAB and verified with MNIST data. It is helpful to understand the principle of deep learning.)

文件列表：

RBM-DBN\CalcErrorRate.m, 1030 , 2016-08-04
RBM-DBN\CalcRmse.m, 1138 , 2016-08-04
RBM-DBN\GetDroppedDBN.m, 1935 , 2016-08-04
RBM-DBN\GetOnInd.m, 1357 , 2016-08-04
RBM-DBN\h2v.m, 1794 , 2016-08-04
RBM-DBN\linearMapping.m, 1128 , 2016-08-04
RBM-DBN\mnist\evaMNIST.m, 1124 , 2016-08-04
RBM-DBN\mnist\mnistbbdbn.mat, 4770186 , 2016-08-04
RBM-DBN\mnist\mnistread.m, 1884 , 2016-08-04
RBM-DBN\mnist\readme.txt, 240 , 2016-08-04
RBM-DBN\mnist\testMNIST.m, 22 , 2016-08-04
RBM-DBN\mnist\trainMNIST.m, 1502 , 2016-08-04
RBM-DBN\ObjectFunc.m, 673 , 2016-08-04
RBM-DBN\pretrainDBN.m, 2876 , 2016-08-04
RBM-DBN\pretrainRBM.m, 6644 , 2016-08-04
RBM-DBN\randDBN.m, 1611 , 2016-08-04
RBM-DBN\randRBM.m, 1355 , 2016-08-04
RBM-DBN\SetLinearMapping.m, 1690 , 2016-08-04
RBM-DBN\sigmoid.m, 618 , 2016-08-04
RBM-DBN\testDNN.m, 542 , 2016-08-04
RBM-DBN\trainDBN.m, 12217 , 2016-08-04
RBM-DBN\v2h.m, 1795 , 2016-08-04
RBM-DBN\v2hall.m, 1262 , 2016-08-04
RBM-DBN\mnist, 0 , 2018-08-11
RBM-DBN, 0 , 2018-08-11