Intermittent Control for Synchronization of Markov Jump Inertial Neural Networks with Reaction–Diffusion Terms via Non-reduced-Order Method

• Published in: Circuits, systems, and signal processing Vol. 42; no. 1; pp. 199 - 215
• Main Authors: Hu, Dongxiao, Song, Xiaona, Li, Xingru, Ma, Jianwei
• Format: Journal Article
• Language: English
• Published: New York Springer US 01.01.2023; Springer Nature B.V
• Subjects: Circuits; Circuits and Systems; Controllers; Diffusion; Electrical Engineering; Electronics and Microelectronics; Engineering; Instrumentation; Liapunov direct method; Methods; Neural networks; Sampled data; Signal processing; Signal,Image and Speech Processing; Substitution reactions; Synchronism; Aperiodically intermittent controller; Spatially sampled data; Synchronization; Reaction–diffusion; Markov jump inertial neural networks; Non-reduced order

This paper concentrates on designing an aperiodically intermittent controller for synchronization of Markov jump inertial neural networks (MJINNs) with reaction–diffusion terms. Unlike the traditional reduced-order variable substitution method, the synchronization for MJINNs is studied directly usin...