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…