caa a22 4500 606159681 CHVBK 20210128100626.0 cr unu---uuuuu 210128e20150401xx s 000 0 eng 10.1007/s00521-014-1745-3 doi (NATIONALLICENCE)springer-10.1007/s00521-014-1745-3 Convergence dynamics of stochastic reaction-diffusion neural networks with impulses and memory [Elektronische Daten] [Jun Peng, Zaiming Liu, Meirui Zhong] This paper deals with the problem of global stability of stochastic reaction-diffusion neural networks with impulses. The influence of diffusions, noises, delays, impulses, and Levy jumps upon the stability of the concerned system is discussed. A sufficient condition is obtained to ensure the existence, uniqueness, and exponential p-stability of the equilibrium point of the addressed stochastic reaction-diffusion neural networks with impulses by using M-matrix theory and stochastic analysis. The proposed results extend those in the earlier literature and are easier to verify. The Natural Computing Applications Forum, 2014 Stochastic system nationallicence Impulses nationallicence Memory nationallicence Reaction-diffusion nationallicence Dirichlet boundary condition nationallicence Peng Jun School of Mathematics and Statistics, Central South University, 410083, Changsha, Hunan, China aut Liu Zaiming School of Mathematics and Statistics, Central South University, 410083, Changsha, Hunan, China aut Zhong Meirui Business School of Central South University, 410083, Changsha, Hunan, China aut Neural Computing and Applications Springer London 26/3(2015-04-01), 651-657 0941-0643 26:3<651 2015 26 521 https://doi.org/10.1007/s00521-014-1745-3 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/s00521-014-1745-3 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Peng Jun School of Mathematics and Statistics, Central South University, 410083, Changsha, Hunan, China aut NATIONALLICENCE 700 1- Liu Zaiming School of Mathematics and Statistics, Central South University, 410083, Changsha, Hunan, China aut NATIONALLICENCE 700 1- Zhong Meirui Business School of Central South University, 410083, Changsha, Hunan, China aut NATIONALLICENCE 773 0- Neural Computing and Applications Springer London 26/3(2015-04-01), 651-657 0941-0643 26:3<651 2015 26 521