Table 2.
Layer | Kernel Size | Kernel Number | Stride | Activation Function | Output Size | Padding |
---|---|---|---|---|---|---|
Conv_1 | 15 | 16 | 7 | ReLU | 286 × 16 | Yes |
Max-pooling 1 | 2 | 16 | 2 | None | 143 × 16 | Yes |
Conv_2 | 10 | 32 | 5 | ReLU | 29 × 32 | Yes |
Max-pooling 2 | 2 | 32 | 2 | None | 15 × 32 | Yes |
Conv_3 | 5 | H1 | 2 | ReLU | 8 × H | Yes |
Global average pooling | 8 | H | 1 | None | H | No |
1 H represents the number of classification labels.