Description: Restricted Boltzmann realized convolution machine (depth study of an important algorithm), including C++ and matlab version
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File list (Check if you may need any files):
CDBN-master
...........\README.md
...........\config
...........\......\net.cfg
...........\......\option.cfg
...........\data
...........\....\cdbn
...........\....\crbm
...........\matlab
...........\......\CDBN
...........\......\....\CRBM.m
...........\......\....\args
...........\......\....\....\interweave.m
...........\......\....\....\prepareArgs.m
...........\......\....\....\processOptions.m
...........\......\....\calParam.m
...........\......\....\displayNetwork.m
...........\......\....\inference.m
...........\......\....\mex
...........\......\....\...\convolutionHV.c
...........\......\....\...\convolutionHV.mexa64
...........\......\....\...\convolutionPV.c
...........\......\....\...\convolutionPV.mexa64
...........\......\....\...\convolutionVH.c
...........\......\....\...\convolutionVH.mexa64
...........\......\....\...\pooling.c
...........\......\....\...\pooling.mexa64
...........\......\....\pooling.m
...........\......\....\reconstruct.m
...........\......\....\trimDataForPooling.m
...........\......\data
...........\......\....\01.tif
...........\......\....\02.tif
...........\......\....\03.tif
...........\......\....\04.tif
...........\......\....\05.tif
...........\......\....\06.tif
...........\......\....\07.tif
...........\......\....\08.tif
...........\......\....\09.tif
...........\......\....\10.tif
...........\......\image_files
...........\......\option.m
...........\......\preprocess.m
...........\......\run.m
...........\matlab_new
...........\..........\CRBML1.m
...........\..........\args
...........\..........\....\interweave.m
...........\..........\....\prepareArgs.m
...........\..........\....\processOptions.m
...........\..........\calParam.m
...........\..........\convolution.m
...........\..........\data
...........\..........\....\01.tif
...........\..........\....\02.tif
...........\..........\....\03.tif
...........\..........\....\04.tif
...........\..........\....\05.tif
...........\..........\....\06.tif
...........\..........\....\07.tif
...........\..........\....\08.tif
...........\..........\....\09.tif
...........\..........\....\10.tif
...........\..........\displayNetwork.m
...........\..........\image_files
...........\..........\inference.m
...........\..........\mex
...........\..........\...\convolutionHV.c
...........\..........\...\convolutionHV.mexa64
...........\..........\...\convolutionPV.c
...........\..........\...\convolutionPV.mexa64
...........\..........\...\convolutionVH.c
...........\..........\...\convolutionVH.mexa64
...........\..........\...\pooling.c
...........\..........\...\pooling.mexa64
...........\..........\multrand2.m
...........\..........\option.m
...........\..........\pooling.m
...........\..........\preprocess.m
...........\..........\reconstruction.m
...........\..........\result
...........\..........\......\L1_weight.pdf
...........\..........\run.m
...........\..........\sampleImages.m
...........\..........\trimDataForPooling.m
...........\pro
...........\...\CDBN
...........\...\CDBN.pro
...........\...\CDBN.pro.user
...........\...\Makefile
...........\src
...........\...\CRBM.h
...........\...\CRBM.hpp
...........\...\base.cpp
...........\...\base.h
...........\...\global.h
...........\...\main.cpp
...........\...\matrixOperation.cpp
...........\...\matrixOperation.h
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