The network model parameters
| Parameter | Description | Value |
|---|---|---|
| τ | Time constant of the dynamics | 10 ms |
| ωE | Strength of self-excitation | 0.6 |
| ωI | Strength of lateral inhibition | 0.65 |
| β | Steepness of sigmoid function F | 10 |
| σ | Magnitude of the noise | Computed from behavior |
| φ | Magnitude of synaptic plasticity | Computed from behavior |
| gcap | Maximal synaptic input | 0.2 |
| τm | Time constant of mean activity estimation | 25 s |