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Table 1 Averaged results over simulation time

From: Sequential estimation of intrinsic activity and synaptic input in single neurons by particle filtering with optimal importance density

 

σ I =0.01·I o ,

σ I =0.1·I o ,

 

\(\sigma _{g_{\mathrm {L}}} = 0.01 \cdot \bar {g}_{\mathrm {L}}^{o}\)

\(\sigma _{g_{\mathrm {L}}} = 0.1 \cdot \bar {g}_{\mathrm {L}}^{o}\)

 

N=500

N=1000

N=500

N=1000

〈RMSE(v k ) 〉

0.3344

0.3211

0.4269

0.4203

〈PCRB(v k ) 〉

0.2325

0.2325

0.3777

0.3777

〈RMSE(n k ) 〉

0.0046

0.0045

0.0056

0.0055

〈PCRB(n k ) 〉

0.0043

0.0043

0.0053

0.0053