Title :
Exponential Synchronization of a Class of Delayed Stochastic Neural Networks with Impulsive Effects
Author :
Liu, Zixin ; Shu Lu ; Zhong, Shouming
Author_Institution :
Sch. of Appl. Math., Univ. of Electron. Sci. & Technol. of China, Chengdu
Abstract :
In this paper, the mean square exponential synchronization of a class of delayed stochastic neural networks with impulsive effects is investigated. By using Gronwall-Bellman inequality, stochastic analysis and inequality technique, some sufficient conditions ensuring the mean square exponential synchronization are obtained.
Keywords :
delays; least mean squares methods; neural nets; stochastic systems; synchronisation; Gronwall-Bellman inequality; delayed stochastic neural networks; exponential synchronization; mean square exponential synchronization; stochastic analysis; Chaotic communication; Computer networks; Delay effects; Educational institutions; Filtration; Mathematics; Neural networks; Neurons; Statistics; Stochastic processes; Exponential synchronization; Impulsive effects; Stochastic;
Conference_Titel :
Natural Computation, 2008. ICNC '08. Fourth International Conference on
Conference_Location :
Jinan
Print_ISBN :
978-0-7695-3304-9
DOI :
10.1109/ICNC.2008.327
