June 2021
Intermediate to advanced
568 pages
18h 20m
English
book
Mem-elements for Neuromorphic Circuits with Artificial Intelligence Applications
by Christos Volos, Viet-Thanh Pham
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Chapter 23: Fuzzy integral sliding mode technique for synchronization of memristive neural networks
Amin Yousefpoura; Hadi Jahanshahib; Dongming Ganc aSchool of Mechanical Engineering, College of Engineering, University of Tehran, Tehran, IranbDepartment of Mechanical Engineering, University of Manitoba, Winnipeg, MB, CanadacSchool 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 ...