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Let us compare and contrast convolutions with fully connected layers. Sup - pose the input is an n times n image with c channels.

Let us compare and contrast convolutions with fully connected layers. Sup-pose the input is an n \times n image with c channels. First, consider a con-volution with kernel width, height, and stride all equal to 1. Let m denote the number of output filters. Second, consider a convolution with kernel width and height equal to n, with stride 1 and m output filters. Which of the following are true statements?

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