Table 4 Variation of CNN-2 with the number of convolutional filters
Layer type | CNN-2-NCF8 | CNN-2-NCF16 | CNN-2-NCF32 | CNN-2-NCF64 |
|---|---|---|---|---|
Input | 109×1 | 109×1 | 109×1 | 109×1 |
First convolution | 8, 3×1, 2×1 | 16, 5×1, 2×1 | 32, 6×1, 2×1 | 64, 8×1, 2×1 |
Second convolution | 16, 3×1, 2×1 | 32, 5×1, 2×1 | 64, 6×1, 2×1 | 128, 8×1, 2×1 |
Output | 3×1 | 3×1 | 3×1 | 3×1 |