Dynamical Systems Reconstruction on Membrane potential recordings original 1-dimensional data
0.8DstspNeural ODE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Neural ODENumerical Solver=Tsit5, Delay Embedding Dimension=6, Training Epochs=20002026.02 | 0.8 | 0.514 | 0.65 | |
| Neural ODENumerical Solver=RK4, Delay Embedding Dimension=6, Training Epochs=20002026.02 | 0.75 | 0.493 | 0.65 | |
| cPLRNNDelay Embedding Dimension=6, Training Epochs=2000, Integration=Analytic/Numerical-free2026.02 | 0.71 | 0.474 | 0.627 | |
| standard PLRNNDelay Embedding Dimension=6, Training Epochs=20002026.02 | 0.67 | 0.466 | 0.669 |