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. Author manuscript; available in PMC: 2022 Jun 1.
Published in final edited form as: IEEE Trans Biomed Eng. 2021 May 21;68(6):1859–1870. doi: 10.1109/TBME.2020.3027231

Table II.

Architecture of the DcardNet-36

# Input Operator Output
1 2242 × 6 3 × 3 conv2d, stride 2 1122 × 48
2 1122 × 48 3 × 3 conv2d, stride 1 1122 × 48
3 1122 × 48 3 × 3 conv2d, stride 1 1122 × 48
4 1122 × 48 3 × 3 max pool, stride 2 562 × 48
b0 562 × 48 Bottleneck block 562 × 24
b1 t(b0), 562 × 24 Bottleneck block 562 × 24
b2 c[t(b0) – t(b1)], 562 × 48 Bottleneck block 562 × 24
b3 c[t(b0) – t(b2)], 562 × 72 Bottleneck block 562 × 24
b4 c[t(b0) – t(b3)], 282 × 96 Bottleneck block 282 × 24
b5 c[t(b1) – t(b4)], 282 × 96 Bottleneck block 282 × 24
b6 c[t(b2) – t(b5)], 282 × 96 Bottleneck block 282 × 24
b7 c[t(b3) – t(b6)], 282 × 96 Bottleneck block 282 × 24
b8 c[t(b4) – t(b7)], 142 × 96 Bottleneck block 142 × 24
b9 c[t(b5) – t(b8)], 142 × 96 Bottleneck block 142 × 24
b10 c[t(b6) – t(b9)], 142 × 96 Bottleneck block 142 × 24
b11 c[t(b7) – t(b10)], 142 × 96 Bottleneck block 142 × 24
b12 c[t(b8) – t(b11)], 72 × 96 Bottleneck block 72 × 24
b13 c[t(b9) – t(b12)], 72 × 96 Bottleneck block 72 × 24
b14 c[t(b10) – t(b13)], 72 × 96 Bottleneck block 72 × 24
b15 c[t(b11) – t(b14)], 72 × 96 Bottleneck block 72 × 24
21 c[b12 – b15], 72 × 96 Global average pool 96
22 96 Fully connected layer 2/3/4

c[t(b0) – t(b3)] means concatenate c[] each output of bottleneck blocks b0 to b3 after transfer block t().