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Simple 1-D CNN structures of different depths.
| Model | Hidden layer structure | Feature map structure | Depth |
|---|---|---|---|
| 1D_CNN_5 | Stage1: C1 + S1 | M1 | 5 |
|
| |||
| 1D_CNN_7 | Stage1: C1 + S1; Stage2: C2 + S2 | (M1, M2) | 7 |
|
| |||
| 1D_CNN_9 | Stage1: C1 + S1; Stage2: C2 + S2; Stage3: C3 + S3 | (M1, M2, M3) | 9 |
|
| |||
| 1D_CNN_11 | Stage1: C1 + S1; Stage2: C2 + S2; Stage3: C3 + S3; Stage4: C4 + S4 | (M1, M2, M3, M4) | 11 |
|
| |||
| 1D_CNN_13 | Stage1: C1 + S1; Stage2: C2 + S2; Stage3: C3 + S3; Stage4: C4 + S4; Stage5: C5 + S5 | (M1, M2, M3, M4, M5) | 13 |
