Table 1 Architecture of CNN in this... | Emerald Publishing

Table 1

Architecture of CNN in this experiment

Layer	Operation and parameters
1-Conv	Kernel 8–15 × 1, stride 2, BN, ReLU
2-Conv	Kernel 16–15 × 1, stride 4, BN, ReLU
3-Conv	Kernel 32–15 × 1, stride 4, BN, ReLU
4-Conv	Kernel 64–15 × 1, stride 4, BN, ReLU
5-AveragePool	Kernel 256–8 × 1, stride 1

Layer	Operation and parameters
1-Conv	Kernel 8–15 × 1, stride 2, BN, ReLU
2-Conv	Kernel 16–15 × 1, stride 4, BN, ReLU
3-Conv	Kernel 32–15 × 1, stride 4, BN, ReLU
4-Conv	Kernel 64–15 × 1, stride 4, BN, ReLU
5-AveragePool	Kernel 256–8 × 1, stride 1