48 citations · 239 across the 11 of their papers we have counts for
6 papers · 1 filter
Mean-field dynamics of a population of stochastic map neurons
Igor Franovic, Oleg V. Maslennikov, Iva Bacic +1
We analyze the emergent regimes and the stimulus-response relationship of a population of noisy map neurons by means of a mean-field model, derived within the framework of cumulant…
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…
Persistence and failure of mean-field approximations adapted to a class of systems of delay-coupled excitable units
I. Franovic, K. Todorovic, N. Vasovic +1
We consider the approximations behind the typical mean-field model derived for a class of systems made up of type II excitable units influenced by noise and coupling delays. The fo…
Mean field approximation of two coupled populations of excitable units
I. Franovic, K. Todorovic, N. Vasovic +1
The analysis on stability and bifurcations in the macroscopic dynamics exhibited by the system of two coupled large populations comprised of stochastic excitable units each is…