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Table 2 Averages and empirical 95 % confidence intervals of the estimates for N=100 spikes per train

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

Supra-threshold regime

α = 1.40

1.43: [1.29,1.56]

1.34: [1.24,1.43]

1.41: [1.33,1.49]

β = 0.30

0.17: [0.10,0.24]

0.29: [0.21,0.39]

0.29: [0.22,0.36]

γ = 0.14

0.16: [0.02,0.33]

0.12: [0.02,0.23]

0.12: [0.01,0.24]

Supersinusoidal regime

α = 0.10

0.92: [0.83,1.01]

0.28: [0.02,0.59]

0.24: [−0.22,0.42]

β = 0.30

0.15: [0.10,0.25]

0.31: [0.14,0.53]

0.32: [0.14,0.46]

γ = 1.98

1.35: [1.13,1.57]

1.67: [1.33,2.05]

1.77: [1.44,2.38]

Critical regime

α = 0.50

0.72: [0.66,0.80]

0.57: [0.32,0.73]

0.57: [0.36,0.73]

β = 0.30

0.19: [0.10,0.26]

0.27: [0.17,0.40]

0.25: [0.15,0.40]

γ = 0.71

0.57: [0.44,0.73]

0.55: [0.30,0.83]

0.62: [0.38,0.93]

Subthreshold regime

α = 0.40

0.62: [0.57,0.67]

0.63: [0.33,0.84]

0.58: [0.03,1.00]

β = 0.30

0.17: [0.10,0.29]

0.20: [0.10,0.37]

0.19: [0.00,0.41]

γ = 0.57

0.32: [0.00,0.53]

0.29: [0.00,0.62]

0.46: [0.00,1.19]