Even when studying "simple" neuronal networks in cultures, the connectivity patterns between neurons display highly non-random features that can significantly influence the network activity.
We use advanced simulation methods based on the DeNSE simulator and the NNGT graph library to study these properties and their impact on collective dynamics.