140 citations · 394 across the 23 of their papers we have counts for
3 papers · 1 filter
Reconstruction of neuromorphic dynamics from a single scalar time series using variational autoencoder and neural network map
Pavel V. Kuptsov, Nataliya V. Stankevich
This paper examines the reconstruction of a family of dynamical systems with neuromorphic behavior using a single scalar time series. A model of a physiological neuron based on the…
Discovering dynamical features of Hodgkin-Huxley-type model of physiological neuron using artificial neural network
Pavel V. Kuptsov, Nataliya V. Stankevich, Elmira R. Bagautdinova
We consider Hodgkin-Huxley-type model that is a stiff ODE system with two fast and one slow variables. For the parameter ranges under consideration the original version of the mode…
Flow- and Diffusion Distributed Structures with noise at the inlet
Pavel V. Kuptsov, Razvan A. Satnoianu
Flow and Diffusion Distributed Structures (FDS) are stationary spatially periodic patterns that can be observed in reaction-diffusion-advection systems. These structures arise when…