caa a22 4500 606206124 CHVBK 20210128101010.0 cr unu---uuuuu 210128e20150801xx s 000 0 eng 10.1007/s00034-014-9924-0 doi (NATIONALLICENCE)springer-10.1007/s00034-014-9924-0 Global Stability and Synchronization of Markovian Switching Neural Networks with Stochastic Perturbation and Impulsive Delay [Elektronische Daten] [Wei Zhang, Chuandong Li, Tingwen Huang, Jiangtao Qi] This paper focuses on the hybrid effects of Markovian switching, stochastic perturbation, and impulsive delay on neural networks. First, some novel generic criteria for Markovian switching neural networks with stochastic perturbation and impulsive delay are derived by establishing an extended Halanay differential inequality on impulsive dynamical systems. Second, our sufficient conditions ensuring synchronization are dependent on coupling and impulsive delay, and show coupling and impulsive effects on the synchronization of neural networks. Finally, simulation results demonstrate the effectiveness of the theoretical results. Springer Science+Business Media New York, 2015 Markovian switching nationallicence Neural networks nationallicence Exponential synchronization nationallicence Global stability nationallicence Stochastic perturbation nationallicence Impulsive delay nationallicence Zhang Wei College of Computer Science, Chongqing University, 400044, Chongqing, People's Republic of China aut Li Chuandong College of Computer Science, Chongqing University, 400044, Chongqing, People's Republic of China aut Huang Tingwen Texas A&M University at Qatar, 5825, Doha, Qatar aut Qi Jiangtao College of Computer Science, Chongqing University, 400044, Chongqing, People's Republic of China aut Circuits, Systems, and Signal Processing Springer US; http://www.springer-ny.com 34/8(2015-08-01), 2457-2474 0278-081X 34:8<2457 2015 34 34 https://doi.org/10.1007/s00034-014-9924-0 text/html Onlinezugriff via DOI BK010053 XK010053 XK010000 Metadata rights reserved Springer special CC-BY-NC licence nationallicence 1 research-article jats NATIONALLICENCE NATIONALLICENCE NL-springer NATIONALLICENCE 856 40 https://doi.org/10.1007/s00034-014-9924-0 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Zhang Wei College of Computer Science, Chongqing University, 400044, Chongqing, People's Republic of China aut NATIONALLICENCE 700 1- Li Chuandong College of Computer Science, Chongqing University, 400044, Chongqing, People's Republic of China aut NATIONALLICENCE 700 1- Huang Tingwen Texas A&M University at Qatar, 5825, Doha, Qatar aut NATIONALLICENCE 700 1- Qi Jiangtao College of Computer Science, Chongqing University, 400044, Chongqing, People's Republic of China aut NATIONALLICENCE 773 0- Circuits, Systems, and Signal Processing Springer US; http://www.springer-ny.com 34/8(2015-08-01), 2457-2474 0278-081X 34:8<2457 2015 34 34