Table 6.

WCNN Architecture. The network contains Wave Layer (W), Convolucional Layer (C), Max-Pooling Layer (M) Fully Connected Network Layer (F)

WCNN
Layer	Operation	Kernel Input/Output size	Dimension
0	W		512 × 512
1	C	5 × 5 × 256	296 × 296 × 256
2	M	2 × 2	148 × 148 × 256
3	C	3 × 3 × 128	146 × 146 × 128
4	M	2 × 2	73 × 73 × 128
5	C	3 × 3 × 64	71 × 71 × 64
6	M	2 × 2	35 × 35 × 64
7	C	3 × 3 × 32	33 × 33 × 32
8	M	2 × 2	16 × 16 × 32
9	F	16 × 16 × 32| × 256	1 × 256
10	F	1 × 1 × 256 × 128	1 × 128
11	F	1 × 1 × 128 × 64	1 × 64
12	F	1 × 1 × 64 × 32	1 × 32
13	F	1 × 1 × 32 × 1	1 × 1