Network connectivity can be reasonably estimated, even with model mismatch.

<p>The panels (<b>A-Q</b>) are the same as <a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1004464#pcbi.1004464.g003" target="_blank">Fig 3</a>, where instead of a logistic GLM (<a href="http://www.ploscompbiol.org/article/info:doi/10.1371/journal.pcbi.1004464#pcbi.1004464.e002" target="_blank">Eq 1</a>), we used a stochastic leaky integrate and fire neuron model (in discrete time). In this model, <i>V</i>_{<i>i</i>, <i>t</i>} = (<i>γV</i>_{<i>i</i>, <i>t</i>−1}+(1−<i>γ</i>)<i>U</i>_{<i>i</i>, <i>t</i>}+<i>ε</i>_{<i>i</i>, <i>t</i>})