Using Echo-State Networks to Reproduce Rare Events in Chaotic Systems

Anton Erofeev, Balasubramanya T. Nadiga, Ilya Timofeyev

We apply Echo-State Networks to predict time series and statistical properties of the competitive Lotka-Volterra model in the chaotic regime. In particular, we demonstrate that Ech…