基于卷积层和池化层的卷积深度网络被执行，该框架可以有效地识别灰度图像，彩色图像和高光谱图像。
资源文件列表
CNN/cnnapplygrads.asv , 931
CNN/cnnapplygrads.m , 988
CNN/cnnbp - 副本.m , 2515
CNN/cnnbp.asv , 4042
CNN/cnnbp.m , 4161
CNN/cnnff.asv , 3915
CNN/cnnff.m , 5526
CNN/cnnnumgradcheck.m , 3763
CNN/cnnsetup.m , 3255
CNN/cnntest.m , 226
CNN/cnntrain.m , 1272
CNN/MaxPooling.cpp , 8857
CNN/MaxPooling.cpp.bak , 8899
CNN/MaxPooling.m , 404
CNN/MaxPooling.mexw32 , 11264
CNN/MaxPooling.mexw64 , 13824
CNN/MaxPoolingGPU.cpp , 9034
CNN/MaxPoolingGPU.cpp.bak , 8929
CNN/StochasticPooling.cpp , 9782
CNN/StochasticPooling.mexw64 , 15360
CNN/StochaticTest.m , 1733
CNN/test_example_CNN.asv , 2024
CNN/test_example_CNN.m , 1996
data/mnist_uint8.mat , 14735220
util/allcomb.m , 2705
util/expand.m , 2011
util/flicker.m , 218
util/flipall.m , 84
util/fliplrf.m , 563
util/flipudf.m , 597
util/im2patches.m , 325
util/isOctave.m , 111
util/makeLMfilters.m , 1956
util/myOctaveVersion.m , 176
util/normalize.m , 101
util/patches2im.m , 252
util/randcorr.m , 290
util/randp.m , 2159
util/rnd.m , 51
util/sigm.m , 50
util/sigmrnd.m , 129
util/softmax.m , 267
util/tanh_opt.m , 56
util/visualize.m , 1123
util/whiten.m , 189
util/zscore.m , 143
67506287CNN-with-three-pooling-strategy/CNN/cnnapplygrads.asv , 931
67506287CNN-with-three-pooling-strategy/CNN/cnnapplygrads.m , 988
67506287CNN-with-three-pooling-strategy/CNN/cnnbp - 副本.m , 2515
67506287CNN-with-three-pooling-strategy/CNN/cnnbp.asv , 4042
67506287CNN-with-three-pooling-strategy/CNN/cnnbp.m , 4161
67506287CNN-with-three-pooling-strategy/CNN/cnnff.asv , 3915
67506287CNN-with-three-pooling-strategy/CNN/cnnff.m , 5526
67506287CNN-with-three-pooling-strategy/CNN/cnnnumgradcheck.m , 3763
67506287CNN-with-three-pooling-strategy/CNN/cnnsetup.m , 3255
67506287CNN-with-three-pooling-strategy/CNN/cnntest.m , 226
67506287CNN-with-three-pooling-strategy/CNN/cnntrain.m , 1272
67506287CNN-with-three-pooling-strategy/CNN/MaxPooling.cpp , 8857
67506287CNN-with-three-pooling-strategy/CNN/MaxPooling.cpp.bak , 8899
67506287CNN-with-three-pooling-strategy/CNN/MaxPooling.m , 404
67506287CNN-with-three-pooling-strategy/CNN/MaxPooling.mexw32 , 11264
67506287CNN-with-three-pooling-strategy/CNN/MaxPooling.mexw64 , 13824
67506287CNN-with-three-pooling-strategy/CNN/MaxPoolingGPU.cpp , 9034
67506287CNN-with-three-pooling-strategy/CNN/MaxPoolingGPU.cpp.bak , 8929
67506287CNN-with-three-pooling-strategy/CNN/StochasticPooling.cpp , 9782
67506287CNN-with-three-pooling-strategy/CNN/StochasticPooling.mexw64 , 15360
67506287CNN-with-three-pooling-strategy/CNN/StochaticTest.m , 1733
67506287CNN-with-three-pooling-strategy/CNN/test_example_CNN.asv , 2024
67506287CNN-with-three-pooling-strategy/CNN/test_example_CNN.m , 1996
67506287CNN-with-three-pooling-strategy/data/mnist_uint8.mat , 14735220
67506287CNN-with-three-pooling-strategy/util/allcomb.m , 2705
67506287CNN-with-three-pooling-strategy/util/expand.m , 2011
67506287CNN-with-three-pooling-strategy/util/flicker.m , 218
67506287CNN-with-three-pooling-strategy/util/flipall.m , 84
67506287CNN-with-three-pooling-strategy/util/fliplrf.m , 563
67506287CNN-with-three-pooling-strategy/util/flipudf.m , 597
67506287CNN-with-three-pooling-strategy/util/im2patches.m , 325
67506287CNN-with-three-pooling-strategy/util/isOctave.m , 111
67506287CNN-with-three-pooling-strategy/util/makeLMfilters.m , 1956
67506287CNN-with-three-pooling-strategy/util/myOctaveVersion.m , 176
67506287CNN-with-three-pooling-strategy/util/normalize.m , 101
67506287CNN-with-three-pooling-strategy/util/patches2im.m , 252
67506287CNN-with-three-pooling-strategy/util/randcorr.m , 290
67506287CNN-with-three-pooling-strategy/util/randp.m , 2159
67506287CNN-with-three-pooling-strategy/util/rnd.m , 51
67506287CNN-with-three-pooling-strategy/util/sigm.m , 50
67506287CNN-with-three-pooling-strategy/util/sigmrnd.m , 129
67506287CNN-with-three-pooling-strategy/util/softmax.m , 267
67506287CNN-with-three-pooling-strategy/util/tanh_opt.m , 56
67506287CNN-with-three-pooling-strategy/util/visualize.m , 1123
67506287CNN-with-three-pooling-strategy/util/whiten.m , 189
67506287CNN-with-three-pooling-strategy/util/zscore.m , 143