Layer | Kernel size | Stride | Kernels numbers | Outputs size | Padding |
Convolutional layer 1 | 64 × 1 | 32 | 16 | 64 × 16 | yes |
Pooling layer 1 | 2 × 1 | 2 | 16 | 32 × 16 | no |
Convolutional layer 2 | 3 × 1 | 1 | 32 | 32 × 32 | yes |
Pooling layer 2 | 2 × 1 | 2 | 32 | 16 × 32 | no |
Convolutional layer 3 | 3 × 1 | 1 | 64 | 16 × 64 | yes |
Pooling layer 2 | 2 × 1 | 2 | 64 | 8 × 64 | no |
Fully-connected layer | 200 | 1 | 1 | 200 × 1 |
|
Softmax | 10 | 1 | 1 | 10 × 1 |
|