Explainable nonlinear modelling of multiple time series with invertible neural networks

Luis Miguel Lopez-Ramos, Kevin Roy, Baltasar Beferull-Lozano

A method for nonlinear topology identification is proposed, based on the assumption that a collection of time series are generated in two steps: i) a vector autoregressive process…