├── Example.m ├── InitializeParameters.m ├── README.md ├── cnn.mat ├── cnnConvolve4D.m ├── cnnPool.m ├── cnnTest.m ├── cnnTrain.m └── common ├── loadMNISTImages.m ├── loadMNISTLabels.m ├── t10k-images-idx3-ubyte ├── t10k-labels-idx1-ubyte ├── train-images-idx3-ubyte └── train-labels-idx1-ubyte /Example.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sunshineatnoon/Convolutional-Neural-Network/HEAD/Example.m -------------------------------------------------------------------------------- /InitializeParameters.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sunshineatnoon/Convolutional-Neural-Network/HEAD/InitializeParameters.m -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sunshineatnoon/Convolutional-Neural-Network/HEAD/README.md -------------------------------------------------------------------------------- /cnn.mat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sunshineatnoon/Convolutional-Neural-Network/HEAD/cnn.mat -------------------------------------------------------------------------------- /cnnConvolve4D.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sunshineatnoon/Convolutional-Neural-Network/HEAD/cnnConvolve4D.m -------------------------------------------------------------------------------- /cnnPool.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sunshineatnoon/Convolutional-Neural-Network/HEAD/cnnPool.m -------------------------------------------------------------------------------- /cnnTest.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sunshineatnoon/Convolutional-Neural-Network/HEAD/cnnTest.m -------------------------------------------------------------------------------- /cnnTrain.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sunshineatnoon/Convolutional-Neural-Network/HEAD/cnnTrain.m -------------------------------------------------------------------------------- /common/loadMNISTImages.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sunshineatnoon/Convolutional-Neural-Network/HEAD/common/loadMNISTImages.m -------------------------------------------------------------------------------- /common/loadMNISTLabels.m: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sunshineatnoon/Convolutional-Neural-Network/HEAD/common/loadMNISTLabels.m -------------------------------------------------------------------------------- /common/t10k-images-idx3-ubyte: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sunshineatnoon/Convolutional-Neural-Network/HEAD/common/t10k-images-idx3-ubyte -------------------------------------------------------------------------------- /common/t10k-labels-idx1-ubyte: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sunshineatnoon/Convolutional-Neural-Network/HEAD/common/t10k-labels-idx1-ubyte -------------------------------------------------------------------------------- /common/train-images-idx3-ubyte: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sunshineatnoon/Convolutional-Neural-Network/HEAD/common/train-images-idx3-ubyte -------------------------------------------------------------------------------- /common/train-labels-idx1-ubyte: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sunshineatnoon/Convolutional-Neural-Network/HEAD/common/train-labels-idx1-ubyte --------------------------------------------------------------------------------