Next we will introduce a folding layer to exploit these dimensions simultaneously.
folding Layer This layer bridges the gap across different dimensions through averaging each nonoverlapping neighboring rows in the convoluted feature map C. for each row index r (1 ≤ r ≤ d 2 ), the output can be computed as follows (shown in the orange color in figure 3): where .