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. 2018 Aug 13;20(8):600. doi: 10.3390/e20080600

Table 1.

The Comparison of the DNN and CNN.

Layer Shape Node Size Parameter Size
DNN CNN DNN CNN DNN CNN
Input Layer 256 × 1, 1 16 × 16, 1 256 256 226,144 272
Hidden Layer 1~7 1024 × 1, 1 8 × 8, 16 1024 1024 1,048,576 160
Output Layer 2048 × 1, 1 2048 × 1, 1 2048 2048 131,072 131,072