Table 2.
Layers | Type | Output | Kernel size | Stride |
---|---|---|---|---|
Layer 1 | Convolution | 360*16 | 1*13 | 1 |
Layer 2 | Average-Pooling | 179*16 | 1*3 | 2 |
Layer 3 | Convolution | 179*32 | 1*15 | 1 |
Layer 4 | Average-Pooling | 89*32 | 1*3 | 2 |
Layer 5 | Convolution | 89*64 | 1*17 | 1 |
Layer 6 | Average-Pooling | 44*64 | 1*3 | 2 |
Layer 7 | Convolution | 44*128 | 1*19 | 1 |
Layer 8 | Average-Pooling | 21*128 | 1*3 | 2 |
Layer 9 | Dropout | 21*128 | - | - |
Layer 10 | Fully-connected | 1*35 | - | - |
Layer 11 | Fully-connected | 1*5 | - | - |
Layer 12 | SoftMax | 1*5 | - | - |