44 citations · 89 across the 5 of their papers we have counts for
5 papers
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…
Mean-field equations for neural populations with -Gaussian heterogeneities
Viktoras Pyragas, Kestutis Pyragas
Describing the collective dynamics of large neural populations using low-dimensional models for averaged variables has long been an attractive task in theoretical neuroscience. Rec…
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…
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…
Stability of linear and non-linear lambda and tripod systems in the presence of amplitude damping
Viktoras Pyragas, Gediminas Juzeliunas
We present the stability analysis of the dark states in the adiabatic passage for the linear and non-linear lambda and tripod systems in the presence of amplitude damping (losses).…