RBM-DBN
所属分类：人工智能/神经网络/深度学习
开发工具：matlab
文件大小：4674KB
下载次数：32
上传日期：2018-09-02 18:03:43
上 传 者：
mujckie
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\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)
mnistdbdn.mat: trained dnn
mnistread.m: function to read the MNIST data
trainMNIST.m: sample code of training with the MNIST data
evaMNIST.m: sample code of evaluation of mnistdbdn.mat
testMNIST.m: it calls trainMNIST and evaMNIST
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