Poisson balanced spiking networks
Fig 9
Scaling of error and spike count with population size (weights held fixed).
(A) Relative root-mean-square error (RMSE) decreases approximately linearly with the network size for all three models. R2 values for the fit to 1/N were .98, .91, and .82 for the BSN, local and population models, respectively. (B) Total spike count as a function of network size. The results shown are the average of five simulations of the networks performing exact integration of a signal formed by a sum of two sinusoids.