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. 2019 Jul 30;19(15):3340. doi: 10.3390/s19153340

Table 3.

Number of parameter combination cases according to Depth of Convolutional Layer (CLD ).

Depth of Conv. Layer (CLD) 1st Conv. Layer 2nd Conv. Layer 3rd Conv. Layer 1st Dense Layer 2nd Dense Layer Number of cases (z)
Kernel Size Kernel Count Kernel Size Kernel Count Kernel Size Kernel Count Neuron Count Neuron Count
1 10 5 - - - - 4 4 800
2 10 5 10 5 - - 4 4 40,000
3 10 5 10 5 10 5 4 4 2,000,000