Table 1 Parameter values used in the simulation study
From: Responses of Leaky Integrate-and-Fire Neurons to a Plurality of Stimuli in Their Receptive Fields
Category | Parameter | Value | Explanation |
|---|---|---|---|
Sinusoidal stimulus | \(s_{1}\) | (10,12,1,50) | First stimulus |
\(s_{2}\) | (20,8,0,50) | Second stimulus | |
Unknowns to estimate | η | (50,25,40,15) | Bursting response kernel |
α | (0.4,0.6) | Probability mixing | |
β | (0.4,0.6) | Response averaging | |
μ | 0.5 | Reversal potential | |
σ | 1 | Diffusion parameter | |
Numerical computation | Δt | 0.002 | Time discretization |
Δx | 0.02 | Space discretization | |
\(x^{-}\) | 0 | Lower reflecting boundary | |
Neuronal characteristics | \(x_{0}\) | 0.4 | Reset potential |
\(x_{\mathrm{th}}\) | 1 | Spike threshold | |
γ | 100 | Decay rate |