Forecasting causal dynamics with universal reservoirs

Lyudmila Grigoryeva, James Louw, Juan-Pablo Ortega

An iterated multistep forecasting scheme based on recurrent neural networks (RNN) is proposed for the time series generated by causal chains with infinite memory. This forecasting…