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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]