TABLE 1. Model Structure.
| Layer | Size | Strides | Output Shape |
|---|---|---|---|
| Input | (480,1) | (480,1) | |
| Conv1D | (4,21,1) | 1 | (4,480,1) |
| MaxPooling | (4,2,1) | 2 | (4,240,1) |
| Conv1D | (16,23,1) | 1 | (16,240,1) |
| MaxPooling | (16,2,1) | 2 | (16,120,1) |
| Conv1D | (32,25,1) | 1 | (32,120,1) |
| AveragePooling | (32,2,1) | 2 | (32,60,1) |
| Conv1D | (64,27,1) | 1 | (64,60,1) |
| Flatten | (3840,1) | (3840,1) | |
| Dense | (128,1) | (5,1) | |
| Output | (5,1) | (5,1) |