DocumentCode
583570
Title
Stabilization analysis of stochastic Hopfield neural networks
Author
Lou, Xuyang ; Ye, Qian ; Cui, Baotong
Author_Institution
Key Lab. of Adv. Process Control for Light Ind. (Minist. of Educ.), Jiangnan Univ., Wuxi, China
fYear
2012
fDate
17-21 Oct. 2012
Firstpage
930
Lastpage
933
Abstract
The paper is concerned with stabilization of stochastic Hopfield neural networks (SHNNs) with time delay. First, we discuss the stabilization of SHNNs without delay in stochastic perturbation and design a stabilization controller. Then, we extend the theory to cope with the stabilization of SHNNs with delay in stochastic perturbation and two stabilization conditions are exploited.
Keywords
Hopfield neural nets; control system synthesis; delays; perturbation techniques; stability; stochastic systems; SHNN; delay; stabilization analysis; stabilization conditions; stabilization controller design; stochastic Hopfield neural networks; stochastic perturbation; time delay; Biological neural networks; Delay; Linear matrix inequalities; Stability analysis; Stochastic processes; Symmetric matrices; Hopfield neural networks; delay; stochastic;
fLanguage
English
Publisher
ieee
Conference_Titel
Control, Automation and Systems (ICCAS), 2012 12th International Conference on
Conference_Location
JeJu Island
Print_ISBN
978-1-4673-2247-8
Type
conf
Filename
6393356
Link To Document