Mem-elements for Neuromorphic Circuits with Artificial Intelligence Applications

Chapter 23: Fuzzy integral sliding mode technique for synchronization of memristive neural networks

Amin Yousefpour^a; Hadi Jahanshahi^b; Dongming Gan^c    aSchool of Mechanical Engineering, College of Engineering, University of Tehran, Tehran, Iran^bDepartment of Mechanical Engineering, University of Manitoba, Winnipeg, MB, Canada^cSchool of Engineering Technology, Purdue University, West Lafayette, IN, United States

Abstract

This chapter is concerned with the synchronization and control of memristive neural networks. To this end, a fuzzy integral sliding mode technique is proposed. This control method combines a fuzzy logic controller with integral sliding mode control to provide fast and smooth synchronization results. Actually, the fuzzy system is ...