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Four variations of the proposed feedforward networks. (1) Variation 1 uses a skip connection over a single layer applied to the first convolution layer input, (2) Variation 2 uses a skip connection over a single layer applied to the second convolution layer input, (3) Variation 3 uses a skip connection over two layers applied to the first convolution layer input, and (4) Variation 4 uses two skip connections over a single layer applied to the first and second convolution layer inputs.
