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Table 4 Average times ± standard deviations in seconds for the algorithm in various regimes. Left: N=100 spikes; right: N=1000 spikes

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

Regime Fortet Fokker–Planck
Subthreshold 1.29 ± 0.72 0.52 ± 0.21
Supra-threshold 0.83 ± 0.28 0.18 ± 0.20
Critical 0.94 ± 0.42 0.36 ± 0.16
Supersinusoidal 1.36 ± 0.46 0.43 ± 0.17
Subthreshold 9.68 ± 4.98 1.69 ± 0.91
Supra-threshold 3.90 ± 1.05 0.21 ± 0.06
Critical 10.03 ± 2.88 1.28 ± 0.41
Supersinusoidal 10.13 ± 2.24 1.06 ± 0.33