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資源簡介

MATLAB底層代碼實現深度學習LeNet網絡訓練,用于Mnist數據集手寫識別 對于博客見:http://blog.csdn.net/love_ljq/article/details/78976452

資源截圖

代碼片段和文件信息

%?傳統意義上的卷積
%?function?result?=?convolution(imagecore)
%?????[imageSize~]?=?size(image);
%?????[coreSize~]?=?size(core);
%?????result?=?zeros(imageSize-(coreSize-1));
%?????for?rowIndex?=?1:size(result1)
%?????????for?colIndex?=?1:size(result1)
%?????????????result(rowIndexcolIndex)?=?sum(sum(double(image(rowIndex:rowIndex+coreSize-1colIndex:colIndex+coreSize-1)).*double(core)));
%?????????end
%?????end
%?end

function?result?=?convolution(imagecore)
????[imageSize~]?=?size(image);
????coreSize?=?5;
????result?=?zeros(imageSize-(coreSize-1));
????for?rowIndex?=?1:size(result1)
????????for?colIndex?=?1:size(result1)
????????????for?x?=?1:5
????????????????for?y?=?1:5
????????????????????result(rowIndexcolIndex)?=?result(rowIndexcolIndex)?+?image(rowIndex?+?x?-?1?colIndex?+?y?-?1)*double(core(11xy));
????????????????end
????????????end
????????end
????end
end

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