48 citations · 239 across the 11 of their papers we have counts for
3 papers · 1 filter
Mean-field dynamics of a random neural network with noise
Vladimir Klinshov, Igor Franovic
We consider a network of randomly coupled rate-based neurons influenced by external and internal noise. We derive a second-order stochastic mean-field model for the network dynamic…
Activation process in excitable systems with multiple noise sources: One and two interacting units
Igor Franović, Kristina Todorović, Matjaz Perc +2
We consider the coaction of two distinct noise sources on the activation process of a single and two interacting excitable units, which are mathematically described by the Fitzhugh…
Activation process in excitable systems with multiple noise sources: Large number of units
Igor Franović, Matjaz Perc, Kristina Todorović +2
We study the activation process in large assemblies of type II excitable units whose dynamics is influenced by two independent noise terms. The mean-field approach is applied to ex…