Table 3:
Description of model parameters
| Parameter | Description | Range | Number of parameters | Sampling method |
|---|---|---|---|---|
| τ j | Firing rate decay constant | 0.01–1 (seconds) | 4 | Log |
| b j | Baseline input into each population | 0–10 | 4 | Linear |
| J ji | Influence from i to j | 0.1–10, multiplied by the estimate from data (Table 2) | 19 (sources: L4 Exc, Exc, PV, SST, VIP; targets: Exc, PV, SST, VIP; according to the data, PV to VIP connection is not present) | Log |
| s | Scaling factor of the influence matrix | 1–100 | 1 | Log |