Skip to main content

Table 5 Averages and empirical 95 % confidence intervals of estimates for N=1000 spikes per train in the critical regime for varying Ω across [1,5,10,20]. Note that the upper subtable corresponds to the third subtable in Table 3; numbers differ slightly due to statistical fluctuations in the simulations

From: Fokker–Planck and Fortet Equation-Based Parameter Estimation for a Leaky Integrate-and-Fire Model with Sinusoidal and Stochastic Forcing

Parameter

Initializer

Fokker–Planck

Fortet

Ω = 1

α = 0.50

0.73: [0.69,0.75]

0.52: [0.45,0.61]

0.52: [0.44,0.62]

β = 0.30

0.20: [0.17,0.25]

0.29: [0.24,0.33]

0.29: [0.22,0.34]

γ = 0.71

0.54: [0.44,0.62]

0.64: [0.53,0.75]

0.68: [0.55,0.81]

Ω = 5

α = 0.50

0.88: [0.76,0.99]

0.78: [0.61,0.89]

0.64: [0.39,0.99]

β = 0.30

0.24: [0.17,0.31]

0.26: [0.20,0.34]

0.27: [0.12,0.34]

γ = 2.55

0.85: [0.00,1.65]

0.92: [0.00,1.68]

1.86: [0.00,3.10]

Ω = 10

α = 0.50

0.90: [0.78,0.99]

0.71: [0.52,0.88]

0.58: [0.37,0.86]

β = 0.30

0.25: [0.18,0.33]

0.26: [0.20,0.35]

0.28: [0.23,0.32]

γ = 5.02

2.82: [0.92,4.38]

2.72: [0.95,3.88]

4.32: [1.20,6.49]

Ω = 20

α = 0.50

0.93: [0.76,1.02]

0.75: [0.50,0.92]

0.62: [0.31,0.97]

β = 0.30

0.27: [0.20,0.33]

0.29: [0.20,0.43]

0.29: [0.25,0.33]

γ = 10.01

5.35: [0.00,12.29]

3.98: [0.00,6.83]

7.48: [0.00,13.96]