AI Medical Compendium Journal:
Physical review. E, Statistical, nonlinear, and soft matter physics

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Stochastic mean-field formulation of the dynamics of diluted neural networks.

Physical review. E, Statistical, nonlinear, and soft matter physics
We consider pulse-coupled leaky integrate-and-fire neural networks with randomly distributed synaptic couplings. This random dilution induces fluctuations in the evolution of the macroscopic variables and deterministic chaos at the microscopic level....