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. 2016 Feb 1;12(2):e1004720. doi: 10.1371/journal.pcbi.1004720

Fig 1. Generation of stochastic oscillations.

Fig 1

(a) The network is in an asynchronous irregular (AI) regime. Single neuron firing follows Poisson statistics and (b) the population activity is stationary.(c) The network generates stochastic oscillations. Single neuron firing is still irregular, (d) but the population activity is oscillatory.(e) Eigenvalue spectrum computed from Eq 1. The emergence of oscillations can be explained by the onset of a Hopf bifurcation. When a complex pair of eigenvalues crosses the imaginary axis the network activity becomes unstable. (blue dots: AI regime, red dots: SI oscillations)