Title :
Improved conservative criteria for variable delays neural networks systems
Author :
Saibing Qiu;Xin-Ge Liu;Mei-Lan Tang;Feng-Xian Wang;Yan-Jun Shu
Author_Institution :
School of Mathematics and Statistics, Central South University, Changsha 410083, China
Abstract :
In this paper, we consider the issue of stability criteria for neural networks systems with variable delays. By introducing two triple integral terms and a new augmented term with more delay information to the Lyapunov-Krasovskii functional(LKF), some less conservative stability criteria are proposed. Finally, the effectiveness of the proposed results are demonstrated by two numerical examples.
Keywords :
"Delays","Stability criteria","Linear matrix inequalities","Neural networks","Symmetric matrices","Power system stability"
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2015 8th International Conference on
DOI :
10.1109/BMEI.2015.7401570