Research Article
Parameter Estimation for Dynamical Systems Using a Deep Neural Network
Table 6
Comparison of shallow vs. deep layers for Example
2.
| | Layers and neurons | | | | Time (sec) | Epochs |
| | 1, (40) | 1.0044 | 2.9936 | 4.9451 | 20 | 20000 | | 2, (40, 40) | 1.0051 | 3.0125 | 5.0515 | 19 | 15107 | | 3, (40, 40, 40) | 1.0044 | 2.9936 | 4.9451 | 16 | 9800 |
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