Mem-elements for Neuromorphic Circuits with Artificial Intelligence Applications

Chapter 5: The modeling of memcapacitor oscillator motion with ANN and its nonlinear control application

Akif Akgul^a; Murat Erhan Cimen^b; Irene M. Moroz^c; Ali Fuat Boz^b    aDepartment of Computer Engineering, Faculty of Engineering, Hitit University, Corum, Turkey^bDepartment of Electrical and Electronic Engineering, Sakarya University of Applied Sciences, Sakarya, Turkey^cMathematical Institute, Oxford University, Oxford, United Kingdom

Abstract

In this study, a memcapacitor-based chaotic oscillator and its engineering applications are discussed. Also nonlinear feedback control method is applied to drive the system to equilibrium and the modeling of the memcapacitor system with Artificial Neural Networks (ANN) as engineering applications. Some dynamical ...