Research Article
Parameter Estimation for Dynamical Systems Using a Deep Neural Network
Table 9
Comparison of shallow vs. deep layers for Example
1.
| | Layers and neurons | | | Time (sec) | Epochs |
| | 1, (40) | 5.0460 | 0.9979 | 19 | 21378 | | 2, (40, 40) | 5.0549 | 0.9997 | 30 | 24358 | | 3, (40, 40, 40) | 4.9103 | 1.0129 | 26 | 16021 |
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