Fig. 12.
Emergence of precisely synchronized waves. Spike trains of inhibitory neurons produced by the model at each layer were replaced by random spike trains with average firing rates of the excitatory inputs. This preserved the balance of firing rates between excitation and inhibition but prevented the two types of inputs from synchronizing with each other. In this simulation, precisely synchronized waves of activity formed after three to four layers and propagated stably for any number of layers tested.