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Table 3 4D-Var parameter estimates at the end of the optimization for each bifurcation regime. The parameter bounds in Table 4 were used for these trials. Hessian information was not provided to the optimizer

From: Data Assimilation Methods for Neuronal State and Parameter Estimation

 

t:HOPF

t:SNIC

t:HOMO

 

g:HOPF

g:SNIC

g:HOMO

g:HOPF

g:SNIC

g:HOMO

g:HOPF

g:SNIC

g:HOMO

Ï•

0.040

0.037

0.039

0.069

0.067

0.066

0.414

0.218

0.230

\(g_{\textrm{Ca}}\)

4.000

3.890

3.976

4.024

4.000

4.045

9.037

3.813

3.999

\(V_{3}\)

2.000

3.404

3.241

12.695

12.000

12.076

7.458

13.022

12.004

\(V_{4}\)

30.000

29.085

30.122

18.759

17.400

16.990

28.365

17.165

17.403

\(g_{\textrm{K}}\)

8.000

8.386

8.287

8.284

8.000

8.009

9.817

8.472

8.002

\(g_{\textrm{L}}\)

2.000

2.016

2.021

1.930

2.000

2.071

3.140

1.941

2.000

\(V_{1}\)

−1.200

−1.335

−1.250

−1.078

−1.200

−1.179

2.872

−1.419

−1.202

\(V_{2}\)

18.000

17.619

17.911

18.091

18.000

18.162

24.769

17.712

18.000