LMI approach to robust stability analysis of Cohen-Grossberg neural networks with multiple delays

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3971 LNCS, Issue , 2006, Pages 198-203

  Ji, Ce ^a   Zhang, Hua Guang ^a   Song, Chong Hui ^a  

^a NORTHEASTERN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SCIENCE; DELAY CONTROL SYSTEMS; LYAPUNOV METHODS; ROBUSTNESS (CONTROL SYSTEMS); SYSTEM STABILITY;

ACTIVATION FUNCTIONS; COHEN-GROSSBERG NEURAL NETWORKS; GLOBALLY ROBUST STABILITY; LINEAR MATRIX INEQUALITY (LMI);

NEURAL NETWORKS;

EID: 33745895256     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11759966_30     Document Type: Conference Paper

References (6)

1. Chen, T.P., Rong, L.B.: Delay-Independent Stability Analysis of Cohen-Grossberg Neural Networks. Physics Letters A 317 (2003) 436-449
2. Hwang, C.C., Cheng, C.J., Liao, T.L.: Globally Exponential Stability of Generalized Cohen-Grossberg Neural Networks with Delays. Physics Letters A 319 (2003) 157-166
3. Ji, C., Zhang, H.G., Guan, H.X.: Analysis for Global Robust Stability of Cohen-Grossberg Neural Networks with Multiple Delays. Lecture Notes in Computer Science, Vol. 3173. Springer-Verlag, Berlin Heidelberg (2004) 96-101
4. Singh, V.: Robust Stability of Cellular Neural Networks with Delay: Linear Matrix Inequality Approach. IEE Proc.-Control Theory Appl. 151(1) (2004) 125-129
5. Michel, A.N., Wang, K., Hu, B.: Qualitative Theory of Dynamical Systems-The Role of Stability Preserving Mappings. Second Edition. NY: Marcel Dekker, New York (2001)
6. Boyd, S., El Ghaoui, L., Feron, E.: Linear Matrix Inequalities in System and Control Theory. Studies in Applied Mathematics, Philadelphia: SIAM (1994)