Stability and Stabilization on Generalized Delay Stochastic Neural Network with Distributed Parameter

• Published in: Wuhan University journal of natural sciences Vol. 10; no. 5; pp. 823 - 827
• Main Authors: Qi, Luo, Fei-qi, Deng, Jun-dong, Bao
• Format: Journal Article
• Language: English
• Published: Heidelberg Springer Nature B.V 2005; College of Science, Wuhan University of Science and Technology, Wuhan 430081, Hubei, China%Institute of Automatic Science and Control Engineering,South China University of Technology, Guangzhou 510640,Guangdong, China%Department of Mathematics, Inner Mongolia Normal University, Huhhot 010022, Inner Mongolia, China
• Subjects: Mathematical analysis; Neural networks; Operators (mathematics); Parameters; Stability; Stabilization; Stochasticity; 延迟性; 神经网络; 稳定性; 随机分布参数; stability and stabilization; distributed parameter; generalized delay stochastic neural network
• ISSN: 1007-1202; 1993-4998
• DOI: 10.1007/bf02832420

Inner stability and stabilization of Cohen-Grossberg generalized delay stochastic neural network with distributed parameter are discussed. The main method adopted is, combining inequality techniques, to apply Ito differential formula to the constructed average function with respect to spatial variables along the system considered under the integral operator. Some sufficient conditions are given.