Fig. 4. Analysis of heterogeneity. (A) Unstimulated and (B) stimulated example
close-ups of different network configurations resulted from activity driven
plasticity. A variety of methods can be used to analyze synaptic distribution,
including analysis of heterogeneity, variance and clustering, as well as more
sophisticated modeling of the spatial distribution, which incorporate
techniques such as Fourier transforms. (C,D) Examples of a Delauney
triangulation of regions of clustered synapses, induced following overnight
stimulation of the network, illustrating how pattern analysis can be performed
to address network development using this technology.