11 citations · 11 across the 1 of their papers we have counts for
3 papers
q-bio.NC2023
Effect of Cauchy noise on a network of quadratic integrate-and-fire neurons with non-Cauchy heterogeneities
Viktoras Pyragas, Kestutis Pyragas
We analyze the dynamics of large networks of pulse-coupled quadratic integrate-and-fire neurons driven by Cauchy noise and non-Cauchy heterogeneous inputs. Two types of heterogenei…
nlin.CD2021★ 11 cited
Dynamics of a network of quadratic integrate-and-fire neurons with bimodal heterogeneity
Viktoras Pyragas, Kestutis Pyragas
An exact low-dimensional system of mean-field equations for an infinite-size network of pulse coupled integrate-and-fire neurons with a bimodal distribution of an excitability para…
nlin.AO2020
Using reservoir computer to predict and prevent extreme events
Viktoras Pyragas, Kestutis Pyragas
We show that a reservoir computer is an effective tool for model-free prediction of extreme events in deterministic chaotic systems. This prediction allows us to suppress unwanted…