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CNN (WHY? (简化神经网络的架构,比DNN简单, subsampling, The same patterns appear in…
CNN
WHY?
简化神经网络的架构,比DNN简单
subsampling
The same patterns appear in different regions
some patterns smaller than the whole image
The whole CNN
RGB image----->channel
relation between fully ...(the process of . can be regarded as neouro------->shared weights
Convolution
Max Pooling
Convolution
Max pooling
...
Flatten
Fully Connected Feedforward network
Filter
__
>学出来的
如何和原图做操作?(filter 和原图中的某一块作内积)
对应每一个filter, 我们可以得到另外一个矩阵,对所有的filter做同样操作,便得到特征图
Auto-encoder