Synconset based network identification works robustly in sub sampled networks.

<p>Using onset latencies from only 28 out of the 252 neurons (1∶9 sub sampling), the delay histograms with respect to various candidate networks were constructed as in Fig. 4. The sub sampled onset profiles are indicated on the left extreme and the candidate networks on the top row. Notice that the likelihoods are still high along the diagonal where the sub sampled onset profiles meet true networks. Notice again that along the diagonal the grey, blue,green,red and black curves have monotonically increasing medians and are better separated than the other histograms.