Table 6.
Hybrid neural network architecture
| Layer | Layer Type | Size | Output Size |
|---|---|---|---|
| Input1 | (112) | ||
| D1 | Dense | (400) | (400) |
| D2 | Dense | (400) | (400) |
| D3 | Dense | (400) | (400) |
| Input2 | (20, 12) | ||
| C1 | Convolutional | (20,3) | (20, 1, 10) |
| D4 | Dense | (256) | (256) |
| D3+D4 | Concatenate | 656 | (656) |
| D5 | Dense | 512 | (512) |
| Output | (2) |