資源簡介
這里是cnn卷積神經網絡手寫識別的一個MATLAB代碼,其中的cnet_tool.m是一個demo,識別正確率大約為0.5.
代碼片段和文件信息
function?res?=?back_conv2(FMeKtype)
%back_conv2?back?convolution.?Function?can?be?used?in?two?cases?-?backpropagate?error??
%???for?lower?layers?and?calculate?gradient
%
%??Syntax
%??
%????res?=?back_conv2(FMeKtype)
%????
%??Description
%???Input:
%????FM?-?feature?map
%????e?-?error?map
%????K?-?shared?weights?(convolution?kernel)
%????type?-?type?of?operation?(gx?-?for?gradient?calculation?err?-?for?error?calculation)
%???Output:
%????res?-?result?of?computation
%
%(c)?Sirotenko?Mikhail?2009
switch(type)
????case?‘gx‘???%Calculate?gradient
??????????res?=?fastFilter2(eFM‘valid‘);?
????case?‘err‘?%Error?backpropagation
??????????res?=?conv2(eK‘full‘);
end
end
????
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件???????1337??2012-10-25?01:20??CNN_matlab代碼備份\license.txt
?????文件???????3853??2009-04-25?11:14??CNN_matlab代碼備份\ver?0.83\@cnn\adapt_dw.m
?????文件???????5111??2009-05-29?12:42??CNN_matlab代碼備份\ver?0.83\@cnn\calchx.m
?????文件???????5946??2012-09-19?01:53??CNN_matlab代碼備份\ver?0.83\@cnn\calcje.m
?????文件????????710??2009-12-31?09:20??CNN_matlab代碼備份\ver?0.83\@cnn\calcMCR.m
?????文件???????2250??2009-05-06?12:48??CNN_matlab代碼備份\ver?0.83\@cnn\check_finit_dif.m
?????文件???????7186??2010-02-08?12:23??CNN_matlab代碼備份\ver?0.83\@cnn\cnn.m
?????文件????????973??2009-03-28?16:09??CNN_matlab代碼備份\ver?0.83\@cnn\cnn_size.m
?????文件???????7409??2010-02-09?06:58??CNN_matlab代碼備份\ver?0.83\@cnn\cutrain.m
?????文件???????3873??2009-05-29?12:42??CNN_matlab代碼備份\ver?0.83\@cnn\init.m
?????文件???????2967??2009-05-29?15:12??CNN_matlab代碼備份\ver?0.83\@cnn\sim.m
?????文件???????8998??2009-12-31?07:54??CNN_matlab代碼備份\ver?0.83\@cnn\subsasgn.m
?????文件???????1708??2009-03-28?15:40??CNN_matlab代碼備份\ver?0.83\@cnn\subsref.m
?????文件???????6770??2010-02-08?12:26??CNN_matlab代碼備份\ver?0.83\@cnn\train.m
?????文件????????716??2009-05-29?14:26??CNN_matlab代碼備份\ver?0.83\back_conv2.m
?????文件???????1054??2010-01-20?02:29??CNN_matlab代碼備份\ver?0.83\back_subsample.m
?????文件???????1123??2012-10-23?21:34??CNN_matlab代碼備份\ver?0.83\changelog.txt
?????文件???????1005??2012-09-19?02:02??CNN_matlab代碼備份\ver?0.83\changelog.txt~
?????文件?????570755??2010-02-08?11:31??CNN_matlab代碼備份\ver?0.83\cnet.mat
?????文件??????23102??2012-09-19?01:37??CNN_matlab代碼備份\ver?0.83\cnet_tool.m
?????文件???????1005??2009-11-05?08:35??CNN_matlab代碼備份\ver?0.83\cnn2singlestruct.m
?????文件???????9952??2010-01-05?12:18??CNN_matlab代碼備份\ver?0.83\cnn_gui.fig
?????文件??????12131??2010-01-05?11:56??CNN_matlab代碼備份\ver?0.83\cnn_gui.m
?????文件????????712??2010-01-20?10:14??CNN_matlab代碼備份\ver?0.83\cucalcMCR.m
?????文件???????5471??2010-02-03?06:23??CNN_matlab代碼備份\ver?0.83\cutrain_cnn.m
?????文件????????128??2009-05-28?06:53??CNN_matlab代碼備份\ver?0.83\fastFilter2.m
?????文件???????1337??2012-10-23?21:32??CNN_matlab代碼備份\ver?0.83\license.txt
?????文件???????1337??2011-04-11?17:25??CNN_matlab代碼備份\ver?0.83\license.txt~
?????文件????7840016??1998-01-26?23:07??CNN_matlab代碼備份\ver?0.83\MNIST\t10k-images.idx3-ubyte
?????文件??????10008??1998-01-26?23:07??CNN_matlab代碼備份\ver?0.83\MNIST\t10k-labels.idx1-ubyte
............此處省略23個文件信息
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