資源簡介
MNIST手寫字 Matlab程序,包含BP和CNN程序。不依賴任何庫,包含MNIST數據,BP網絡可達到98.3%的識別率,CNN可達到99%的識別率。CNN比較耗時,關于CNN的程序介紹:https://blog.csdn.net/hoho1151191150/article/details/79714691
代碼片段和文件信息
function?a?=?acti_relu(x)
%ACTI_RELU?f?=?max(0x)
%???
a?=?x;
a(x<0)?=?0;
end
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件?????????86??2018-03-14?21:53??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\bp\acti_relu.m
?????文件????????124??2018-03-14?21:53??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\bp\acti_relu_prime.m
?????文件?????????77??2018-03-14?21:53??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\bp\acti_sigmoid.m
?????文件????????105??2018-03-14?21:53??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\bp\acti_sigmoid_prime.m
?????文件????????812??2018-03-29?14:56??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\bp\bp_backpropagation.m
?????文件????????475??2018-03-29?14:51??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\bp\bp_feedforward.m
?????文件????????425??2018-03-29?15:10??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\bp\evaluatemnist.m
?????文件????????476??2018-03-23?08:48??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\bp\feedforward.m
?????文件????????255??2018-03-19?15:08??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\bp\loadMnistDatasc
?????文件???????1443??2018-03-17?09:58??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\bp\networksmnist.m
?????文件???????1983??2018-03-19?15:14??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\bp\networksmnist2.m
?????文件???????1987??2018-03-29?15:20??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\bp\networksmnist3.m
?????文件????????601??2018-03-19?15:16??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\bp\readme.m
?????文件????????644??2018-03-29?14:06??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\bp\SGD.m
?????文件????????400??2018-03-15?18:45??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\bp\showdigit.m
?????文件????????188??2018-03-29?15:11??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\bp\softmax.m
?????文件???????2690??2018-03-30?14:08??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\cnn\cnn_backpropagation.m
?????文件???????2641??2018-03-30?14:08??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\cnn\cnn_backpropagation2.m
?????文件????????445??2018-03-30?14:34??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\cnn\cnn_evaluate.m
?????文件???????1264??2018-03-29?19:28??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\cnn\cnn_feedforward.m
?????文件???????3781??2018-03-29?10:48??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\cnn\cnn_initialize.m
?????文件????????297??2018-03-30?13:45??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\cnn\cnn_kron.m
?????文件????????142??2018-03-28?19:23??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\cnn\copyToGPU.m
?????文件????????159??2018-03-27?21:53??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\cnn\gones.m
?????文件????????165??2018-03-27?21:53??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\cnn\grand.m
?????文件????????168??2018-03-27?21:52??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\cnn\grandn.m
?????文件????????165??2018-03-27?21:53??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\cnn\gzeros.m
?????文件????????252??2018-03-28?19:24??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\cnn\loadMnistDatasc
?????文件?????????75??2018-03-30?14:52??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\cnn\readme.m
?????文件?????????81??2018-03-21?15:47??MNIST手寫字體識別-Matlab程序(CNN+BP實現)\cnn\relu.m
............此處省略24個文件信息
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