Regarding the convolutional neural network pooling layer, the following description is correct?
Pooling operation is realized by scanning window
The pooling layer can play a role in dimensionality reduction
Commonly used pooling methods include maximum pooling and average pooling
The pooled feature image becomes smaller
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