Convolutional-Neural-Network-master
所属分类：图形图像处理
开发工具：matlab
文件大小：14816KB
下载次数：28
上传日期：2018-06-02 10:59:17
上 传 者：
munchkin329
说明： matlab，深度学习工具箱，经典的卷积神经网络，共有两层卷积层。输入为28*28*1的图片
(Matlab, the deep learning toolbox, the classic convolution neural network, has two volumes of layers. A picture entered into 28*28*1)
文件列表:
Convolutional-Neural-Network-master\cnn.mat (4510134, 2015-06-19)
Convolutional-Neural-Network-master\cnnConvolve4D.m (930, 2015-06-19)
Convolutional-Neural-Network-master\cnnPool.m (1538, 2015-06-19)
Convolutional-Neural-Network-master\cnnTest.m (850, 2015-06-19)
Convolutional-Neural-Network-master\cnnTrain.m (7239, 2015-06-19)
Convolutional-Neural-Network-master\common\loadMNISTImages.m (811, 2015-06-19)
Convolutional-Neural-Network-master\common\loadMNISTLabels.m (516, 2015-06-19)
Convolutional-Neural-Network-master\common\t10k-images-idx3-ubyte (7840016, 2015-06-19)
Convolutional-Neural-Network-master\common\t10k-labels-idx1-ubyte (10008, 2015-06-19)
Convolutional-Neural-Network-master\common\train-images-idx3-ubyte (47040016, 2015-06-19)
Convolutional-Neural-Network-master\common\train-labels-idx1-ubyte (60008, 2015-06-19)
Convolutional-Neural-Network-master\Example.m (1312, 2015-06-19)
Convolutional-Neural-Network-master\InitializeParameters.m (1811, 2015-06-19)
Convolutional-Neural-Network-master\common (0, 2015-06-19)
Convolutional-Neural-Network-master (0, 2015-06-19)
# Convolutional-Neural-Network
This is a matlab implementation of CNN on MNIST
It can have as many layers as you want, an example of setting structure of a neural network is as below:
cnn.layers = {
struct('type', 'c', 'numFilters', 6, 'filterDim', 5)
struct('type', 'p', 'poolDim', 2)
struct('type', 'c', 'numFilters', 8, 'filterDim', 5)
struct('type', 'p', 'poolDim', 2) %subsampling layer
};
The above code sets up a two-layer convolutional neural network.
To try the demo, just run Example.m.
近期下载者：
相关文件：
收藏者：