Table 1.
Layer | Kernel Size | Kernel Number | Stride | Activation Function | Output Size | Padding |
---|---|---|---|---|---|---|
Conv_1 | 15 | 16 | 2 | LeakyReLU | 1000 × 16 | Yes |
Conv_2 | 10 | 32 | 2 | LeakyReLU | 500 × 32 | Yes |
Conv_3 | 5 | 64 | 2 | LeakyReLU | 250 × 64 | Yes |
Trans_conv_1 | 5 | 32 | 2 | LeakyReLU | 500 × 32 | Yes |
Trans_conv_2 | 10 | 16 | 2 | LeakyReLU | 1000 × 16 | Yes |
Trans_conv_3 | 15 | 1 | 2 | None | 2000 | Yes |