Inferring the time-varying coupling of dynamical systems with temporal convolutional autoencoders

Josuan Calderon, Gordon J. Berman

Most approaches for assessing causality in complex dynamical systems fail when the interactions between variables are inherently non-linear and non-stationary. Here we introduce Te…