Extracting isolated spikes using a biologically plausible model.

<p><b>A</b>) Probability of correct classification PCC as a function of the facilitation time constant τ_f and delay t_d. <b>B, C, D</b> Probability of misclassification P_{misclassification} for the spikes that, according to the ISI threshold, were considered to be isolated spikes (<b>B</b>), the first spikes of a burst (<b>C</b>), or any other spikes of a burst (<b>D</b>), as a function of the facilitation time constant τ_f and delay t_d. Other parameter values used were τ_D = 500 msec, τ_E = 5 msec, τ_I = 5 msec, G_I = 7, I₀ = 3.41 msec. <b>E</b>) Probability of correct classification PCC as a function of the inhibition time constant τ_I and gain G_I. <b>F, G, H</b> Probability of misclassification P_{misclassification} for the spikes that, according to the ISI threshold, were considered to be isolated spikes (<b>F</b>), the first spikes of a burst (<b>G</b>), or any other spikes of a burst (<b>H</b>), as a function of the inhibition time constant τ_I and gain G_I. Other parameter values used were τ_F = 200 msec, τ_D = 500 msec, τ_E = 5 msec, I₀ = 3.41 msec, t_d = 4 msec.