keras读书笔记——卷积层、池化层、局部连接层

1 卷积层

1.1 Convolution1D层

1.2 AtrousConvolution1D层

1.3 Convolution2D层

1.4 AtrousConvoltuion2D层

1.5 SeparableConvolution2D层

1.6 Deconvolution3D层

1.7 Convolution3D层

1.8 Cropping1D层

1.9 Cropping2D层

1.10 Crooping3D层

1.11 UpSamling1D层

1.12 UpSampling2D层 UpSampling3D层

1.13 Zero Padding1D层

1.14 ZeroPadding2D层 ZeroPadding3D层

2 池化层

2.1 MaxPooling1D层

2.2 Max Pooling2D层 MaxPooling3D层

2.3 AveragePooling1D层 AveragePooling2D层 AveragePooling3D层

2.4 GlobalMaxPooling1D层 GlobalMaxPooling2D层

2.5 GlobalAveragePooling1D层 GlobalAveragePooling2D层

3 局部连接层

3.1 LocallyConnected1D层

3.2 LocallyConnected2D层