Global exponential stability of recurrent neural networks with time-varying delay

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

Volumn 3971 LNCS, Issue , 2006, Pages 122-128

  Shen, Yi ^a   Liu, Meiqin ^b   Xu, Xiaodong ^a  

^a HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b ZHEJIANG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SCIENCE; LINEAR SYSTEMS; MATRIX ALGEBRA; SYSTEM STABILITY; TIME VARYING SYSTEMS;

GLOBAL EXPONENTIAL STABILITY; LINEAR MATRIX INEQUALITY; TIME-VARYING DELAY;

RECURRENT NEURAL NETWORKS;

EID: 33745917373     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11759966_18     Document Type: Conference Paper

References (8)

1. Cao, J., Wang, J.: Global Asymptotic and Robust Stability of Recurrent Neural Networks with Time Delays. IEEE Trans. Circuits Syst. I 52 (2005) 417-426
2. Zeng, Z., Wang, J., Liao, X.: Global Exponential Stability of a General Class of Recurrent Neural Networks with Time-Varying Delays. IEEE Trans. Circuits Syst. 50 (2003) 1353-1359
3. Singh, V.: A Generalized LMI-Based Approach to the Global Asymptotic Stability of Delayed Cellular Neural Networks. IEEE Trans. Neural Networks 15 (2004) 223-225
4. Arik, S.: An Analysis of Global Asymptotic Stability of Delayed Cellular Neural Networks. IEEE Trans. Neural Networks 13 (2002) 1239-1242
5. Liao, T., Wang, F.: Global Stability for Cellular Neural Networks with Time Delay. IEEE Trans. Neural Networks 11 (2000) 1481-1484
6. Arik, S., Tavsanoglu, V.: On the Global Asymptotic Stability of Delayed Cellular Neural Networks. IEEE Trans. Circuits Syst. I, Fundam. Theory Appl. 47 (2000) 571-574
7. Cao, J.: Global Stability Conditions for Delayed CNNs. IEEE Trans. Circuits Syst. I, Fundam. Theory Appl. 48 (2001) 1330-1333
8. Arik, S.: An Improved Global Stability Result for Delayed Cellular Neural Networks. IEEE Trans. Circuits Syst. I, Fundam. Theory Appl. 49 (2002) 1211-1214