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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