Adaptive Learning Methods for Nonlinear System Modeling presents some of the recent advances on adaptive algorithms and machine learning methods designed for no

A spline adaptive filter (SAF) based nonlinear active noise control (ANC) system is proposed in this paper. The SAF consists of a linear network of adaptive wei

A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB®.

This book discusses the latest progresses and developments on complex systems research and intends to give an exposure to prospective readers about the theoreti

The study of nonlinearities in physiology has been hindered by the lack of effective ways to obtain nonlinear dynamic models from stimulus-response data in a pr