#include?
#include?
#include?
#include?
#include?
#include?
#include?“cnn.h“

void?cnnsetup（CNN*?cnnnSize?inputSizeint?outputSize）
{
	cnn->layerNum=5;

	nSize?inSize;
	int?mapSize=5;
	inSize.c=inputSize.c;
	inSize.r=inputSize.r;
	cnn->C1=initCovlayer（inSize.cinSize.r516）;
	inSize.c=inSize.c-mapSize+1;
	inSize.r=inSize.r-mapSize+1;
	cnn->S2=initPoollayer（inSize.cinSize.r266AvePool）;
	inSize.c=inSize.c/2;
	inSize.r=inSize.r/2;
	cnn->C3=initCovlayer（inSize.cinSize.r5612）;
	inSize.c=inSize.c-mapSize+1;
	inSize.r=inSize.r-mapSize+1;
	cnn->S4=initPoollayer（inSize.cinSize.r21212AvePool）;
	inSize.c=inSize.c/2;
	inSize.r=inSize.r/2;
	cnn->O5=initOutlayer（inSize.c*inSize.r*12outputSize）;

	cnn->e=（float*）calloc（cnn->O5->outputNumsizeof（float））;
}

Covlayer*?initCovlayer（int?inputWidthint?inputHeightint?mapSizeint?inChannelsint?outChannels）
{
	Covlayer*?covL=（Covlayer*）malloc（sizeof（Covlayer））;

	covL->inputHeight=inputHeight;
	covL->inputWidth=inputWidth;
	covL->mapSize=mapSize;

	covL->inChannels=inChannels;
	covL->outChannels=outChannels;

	covL->isFullConnect=true;?//?默認(rèn)為全連接

	//?權(quán)重空間的初始化，先行再列調(diào)用，[r][c]
	int?ijcr;
	srand（（unsigned）time（NULL））;
	covL->mapData=（float****）malloc（inChannels*sizeof（float***））;
	for（i=0;i		covL->mapData[i]=（float***）malloc（outChannels*sizeof（float**））;
		for（j=0;j			covL->mapData[i][j]=（float**）malloc（mapSize*sizeof（float*））;
			for（r=0;r				covL->mapData[i][j][r]=（float*）malloc（mapSize*sizeof（float））;
				for（c=0;c					float?randnum=（（（float）rand（）/（float）RAND_MAX）-0.5）*2;?
					covL->mapData[i][j][r][c]=randnum*sqrt（（float）6.0/（float）（mapSize*mapSize*（inChannels+outChannels）））;
				}
			}
		}
	}
	//?權(quán)重梯度變化
	covL->dmapData=（float****）malloc（inChannels*sizeof（float***））;
	for（i=0;i		covL->dmapData[i]=（float***）malloc（outChannels*sizeof（float**））;
		for（j=0;j			covL->dmapData[i][j]=（float**）malloc（mapSize*sizeof（float*））;
			for（r=0;r				covL->dmapData[i][j][r]=（float*）calloc（mapSizesizeof（float））;
			}
		}
	}

	covL->basicData=（float*）calloc（outChannelssizeof（float））;

	int?outW=inputWidth-mapSize+1;
	int?outH=inputHeight-mapSize+1;


	covL->d=（float***）malloc（outChannels*sizeof（float**））;
	covL->v=（float***）malloc（outChannels*sizeof（float**））;
	covL->y=（float***）malloc（outChannels*sizeof（float**））;
	for（j=0;j		covL->d[j]=（float**）malloc（outH*sizeof（float*））;
		covL->v[j]=（float**）malloc（outH*sizeof（float*））;
		covL->y[j]=（float**）malloc（outH*sizeof（float*））;
		for（r=0;r			covL->d[j][r]=（float*）calloc（outWsizeof（float））;
			covL->v[j][r]=（float*）calloc（outWsizeof（float））;
			covL->y[j][r]=（float*）calloc（outWsizeof（float））;
		}
	}

	return?covL;
}

Poollayer*?initPoollayer（int?inputWidthint?inputHe

?屬性????????????大小?????日期????時(shí)間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2018-03-21?15:28??cnn\
?????目錄???????????0??2017-07-06?20:27??cnn\.vs\
?????目錄???????????0??2017-07-06?20:27??cnn\.vs\cnn\
?????目錄???????????0??2017-07-06?20:27??cnn\.vs\cnn\v14\
?????文件???????56832??2018-03-21?15:28??cnn\.vs\cnn\v14\.suo
?????目錄???????????0??2017-07-13?15:54??cnn\Debug\
?????文件???????69632??2018-03-21?15:26??cnn\Debug\Project1.exe
?????文件??????468328??2018-03-21?15:26??cnn\Debug\Project1.ilk
?????文件?????1118208??2018-03-21?15:26??cnn\Debug\Project1.pdb
?????文件???????15592??2017-07-13?15:46??cnn\Debug\minst.txt
?????目錄???????????0??2018-03-21?15:29??cnn\Minst\
?????文件???????????4??2018-03-21?14:50??cnn\Minst\1
?????文件???????????4??2018-03-21?14:39??cnn\Minst\1.txt
?????文件???????????4??2018-03-21?14:50??cnn\Minst\2
?????文件???????????4??2018-03-21?14:39??cnn\Minst\2.txt
?????文件????25659768??2017-07-06?09:25??cnn\Minst\PNG格式MNIST數(shù)據(jù)庫(kù).rar
?????文件??????????37??2017-04-27?18:40??cnn\Minst\ReadMe.txt
?????文件?????1648877??2017-07-06?09:55??cnn\Minst\t10k-images-idx3-ubyte.gz
?????文件?????7840016??1998-01-26?23:07??cnn\Minst\t10k-images.idx3-ubyte
?????文件????????4542??2017-07-06?09:54??cnn\Minst\t10k-labels-idx1-ubyte.gz
?????文件???????10008??1998-01-26?23:07??cnn\Minst\t10k-labels.idx1-ubyte
?????文件?????9912422??2017-07-06?09:55??cnn\Minst\train-images-idx3-ubyte.gz
?????文件????47040016??1996-11-18?23:36??cnn\Minst\train-images.idx3-ubyte
?????文件???????28881??2017-07-06?09:54??cnn\Minst\train-labels-idx1-ubyte.gz
?????文件???????60008??1996-11-18?23:36??cnn\Minst\train-labels.idx1-ubyte
?????目錄???????????0??2018-03-21?15:26??cnn\Project1\
?????目錄???????????0??2018-03-21?15:26??cnn\Project1\Debug\
?????文件?????????975??2017-07-12?14:05??cnn\Project1\Debug\Project1.Build.CppClean.log
?????文件?????????361??2018-03-21?15:26??cnn\Project1\Debug\Project1.log
?????目錄???????????0??2018-03-21?15:26??cnn\Project1\Debug\Project1.tlog\
?????文件????????2198??2018-03-21?15:26??cnn\Project1\Debug\Project1.tlog\CL.command.1.tlog
............此處省略32個(gè)文件信息