Signal Processing in a Nonlinear, NonGaussian, and Nonstationary World

This article discusses three specific issues of particular interest in the study of nonlinear dynamical systems: Bayesian estimation, exemplified by particle filtering;Learning in recurrent neural networks;Correlative learning, exemplified by the ALOPEX algorithm. By and large, the discussion is of a philosophical nature.