Parameter Identification on Synchronous Buck Converter Simulation 1.0 (test)
117.1L Value (μH)FF+ODE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FF+ODEEpochs=3,000, Checkpoint Selection=best checkpoint, Input=flattened 200-dimensional vector, Hidden Layers=3 Tanh hidden layers of 128 neurons2026.04 | 117.1 | 15.2 | 11 | 10.1 | 0.074 | 25.8 | |
| SNN+ODEEpochs=3,000, Checkpoint Selection=best checkpoint, Input=100 subsampled waveform points, Hidden Layers=3 LIF hidden layers, H=128, Readout=LI readout layer2026.04 | 115.3 | 16.4 | 10.9 | 8.8 | 0.09 | 10.2 |