Open Access
Table 3.
NN architecture for MBH estimations with moment maps.
| Layer | Filters | Size | Stride |
|---|---|---|---|
| Conv1 | 32 | 11×11 | 4 |
| Max Pooling 1 | 3×3 | 2 | |
| Conv2 | 64 | 5×5 | 1 |
| Max Pooling 2 | 3×3 | 2 | |
| Conv3 | 64 | 5×5 | 1 |
| Max Pooling 3 | 3×3 | 2 | |
| Conv4 | 64 | 5×5 | 1 |
| Max Pooling 4 | 3×3 | 2 | |
| Conv5 | 96 | 3×3 | 1 |
| Conv6 | 96 | 3×3 | 1 |
| Conv7 | 96 | 3×3 | 1 |
| Max Pooling 5 | 3×3 | 2 | |
| Dense1 | 2048 | ||
| Dense2 | 1024 | ||
| Dense3 | 512 | ||
| Dense4 | 1 |
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