Table 2 Best parameters for the three fitted patients
Parameter | Symbol | Best fit values | ||
|---|---|---|---|---|
Patient 1 | Patient 5 | Patient 6 | ||
I to E weight | \(w_{IE}\) | 9.4014 | 26.048 | 5.2064 |
E to I weight | \(w_{EI}\) | 9.6306 | 25.3384 | 24.4813 |
E to E weight | \(w_{EE}\) | 6.7541 | 1.548 | 2.7514 |
Sigmoid steepness parameter | β | 1.1853 | 2.4234 | 4.1933 |
Time constant (s) | τ | 0.0758 | 0.29984 | 0.2513 |
Constant input to E | \(\theta_{E}\) | 1.4240 | 22.8621 | 2.9127 |
Constant input to I | \(\theta_{I}\) | −3.2345 | −9.9279 | −3.4008 |
Noise standard deviation | ζ | 0.0457 | 0.013707 | 0.0263 |
Stimulation magnitude | δE | 0.001684 | 0.00598 | 0.001686 |
Stimulation delay (ms) | \(\Delta t_{\text{stim}} \) | 138.8366 | 444.1573 | 183.4711 |