受限玻尔兹曼机RBM MATLAB

Matlab Restricted Boltzmann Machine A matlab implementation of restricted Boltzman Machine. Can generate samples.

function output = activate（input）
output = zeros（size（input））;
output（input >= rand（size（input））） = 1;
end

 属性            大小     日期    时间   名称
----------- ---------  ---------- -----  ----
     目录           0  2018-03-04 07:02  RBM-master\
     文件          65  2018-03-04 07:02  RBM-master\.gitattributes
     文件      244674  2018-03-04 07:02  RBM-master\GIBBSK5.jpg
     文件      622591  2018-03-04 07:02  RBM-master\K1.mat
     文件      615340  2018-03-04 07:02  RBM-master\K10.mat
     文件      615543  2018-03-04 07:02  RBM-master\K20.mat
     文件      622438  2018-03-04 07:02  RBM-master\K5.mat
     文件        1368  2018-03-04 07:02  RBM-master\RBM.m
     文件       17165  2018-03-04 07:02  RBM-master\RBM100.jpg
     文件      614897  2018-03-04 07:02  RBM-master\RBM100.mat
     文件       17156  2018-03-04 07:02  RBM-master\RBM200.jpg
     文件     1217017  2018-03-04 07:02  RBM-master\RBM200.mat
     文件       16548  2018-03-04 07:02  RBM-master\RBM50.jpg
     文件      314057  2018-03-04 07:02  RBM-master\RBM50.mat
     文件       17007  2018-03-04 07:02  RBM-master\RBM500.jpg
     文件     3025394  2018-03-04 07:02  RBM-master\RBM500.mat
     文件       17501  2018-03-04 07:02  RBM-master\RBMLoss1.jpg
     文件       18180  2018-03-04 07:02  RBM-master\RBMLoss2.jpg
     文件       17295  2018-03-04 07:02  RBM-master\RBMLoss3.jpg
     文件       20182  2018-03-04 07:02  RBM-master\RBMLoss4.jpg
     文件      155851  2018-03-04 07:02  RBM-master\RBMw.jpg
     文件         121  2018-03-04 07:02  RBM-master\README.md
     文件         106  2018-03-04 07:02  RBM-master\activate.m
     文件    16470000  2018-03-04 07:02  RBM-master\digitstrain.txt
     文件     5490000  2018-03-04 07:02  RBM-master\digitsvalid.txt
     文件         554  2018-03-04 07:02  RBM-master\gibbs.m
     文件         316  2018-03-04 07:02  RBM-master\main.m
     文件          62  2018-03-04 07:02  RBM-master\sigm.m
     文件        1969  2018-03-04 07:02  RBM-master\trainRBM.m
     文件         205  2018-03-04 07:02  RBM-master\visualizeWeight.m