e070528spontN1

Spike train plot of e070528spontN1

Short summary of e070528spontN1

A spike train with 336 events, starting at: 0.212 and ending at: 60.417 (s).

The mean ISI is: 0.18 and its SD is: 0.266 (s).

The shortest interval is: 0.007 and the longest is: 1.871 (s).

Renewal test of e070528spontN1

The best model with 2 parameters is: invgauss.

Its estimated parameters values and associated se are:

mu sigma2 mean 0.180 16.272 se 0.017 1.257

 

Model comparison for e070528spontN1

Ogata's tests after time transformation of e070528spontN1 using a invgauss model

Cross-Intensity with neuron 2 as a test train

GAM fit summary (pre-binning bin width, 0.008, k=61, bs="cr"):

Family:poisson

Link function:log

Formula:

Count ~ s(Time, k = k, bs = bs)

Parametric coefficients:

Estimate std.err. t ratio Pr(>|t[) (Intercept) 3.9041 0.01806 216.1 < 2.22e-16

Approximate significance of smooth terms:

edf chi.sq p-value s(Time) 5.071 39.12 5.0541e-05

Adjusted r-sq. = 0.382 GCV score =
Scale estimate = 1 n = 62

GAM goodness of fit diagnostics:

Smoothed and "classical" cross-intensity plots:

Cross-Intensity with neuron 3 as a test train

GAM fit summary (pre-binning bin width, 0.005, k=98, bs="cr"):

Family:poisson

Link function:log

Formula:

Count ~ s(Time, k = k, bs = bs)

Parametric coefficients:

Estimate std.err. t ratio Pr(>|t[) (Intercept) 3.9566 0.01384 286 < 2.22e-16

Approximate significance of smooth terms:

edf chi.sq p-value s(Time) 3.33 16.38 0.021863

Adjusted r-sq. = 0.129 GCV score =
Scale estimate = 1 n = 100

GAM goodness of fit diagnostics:

Smoothed and "classical" cross-intensity plots:

Cross-Intensity with neuron 4 as a test train

GAM fit summary (pre-binning bin width, 0.009, k=54, bs="cr"):

Family:poisson

Link function:log

Formula:

Count ~ s(Time, k = k, bs = bs)

Parametric coefficients:

Estimate std.err. t ratio Pr(>|t[) (Intercept) 3.9055 0.01913 204.1 < 2.22e-16

Approximate significance of smooth terms:

edf chi.sq p-value s(Time) 1.876 4.8967 0.29806

Adjusted r-sq. = 0.0718 GCV score =
Scale estimate = 1 n = 55

GAM goodness of fit diagnostics:

Smoothed and "classical" cross-intensity plots: