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Figure 4 | The Journal of Mathematical Neuroscience

Figure 4

From: Efficient calculation of heterogeneous non-equilibrium statistics in coupled firing-rate models

Figure 4

Applying our method to a larger network of \(N_{c}=50\) neurons. Same format as Fig. 3 except with sinusoidal input (see Fig. 2(B)). (A) Again as coupling strength increases (red → green → cyan → purple), performance worsens. (B) Representative comparisons of our method with the Monte Carlo simulations. (B) Left: although the average error increases with coupling magnitude, the discrepancies are not noticeable for mean activity and firing (not shown). (B) Middle: the method is visibly worse for the variance of activity as coupling magnitude increases. (B) Right: the method is visibly worse as coupling magnitude increases for variance of firing – note that the weakest coupling (red) has largest variance of firing

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