Clustering and Lyapunov exponent calculations for the Hodgkin-Huxley network.
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The middle panel gives regions of parameter space where clustered desynchronization is guaranteed to occur for small enough noise. The bottom panel shows the average Lyapunov exponent for the steady state distribution. The top panel shows the steady state probability distribution for stimulus parameters shown with black dots in the middle panel.