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Table 1 Parameters and functions for the validation cases

From: Data-driven inference for stationary jump-diffusion processes with application to membrane voltage fluctuations in pyramidal neurons

 

Case 1

Case 2

Pure diffusion

λ

0.1

0.2

0

D

0.13

0.05

0.15

\(\theta ^{*}\)

0.125

0.07

0.1

μ

−1.2

1

N/A

σ

0.2

0.5

N/A

\(Q_{B}\)

\(\mbox{Lognormal}(\mu ,\sigma ^{2})\)

N/A

a

0.2

0.2

0.2

F

\(-(a(y-0.5)^{3} +0.5a(y-0.7)^{2} + 0.1)\)

Δt (s)

10−2

10−2

10−2