Global asymptotic stability of cellular neutral networks with variable coefficients and time-varying delays

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

Volumn 4491 LNCS, Issue PART 1, 2007, Pages 910-919

  Kao, Yonggui ^a,b   Gao, Cunchen ^a   Zhang, Lijing ^a  

^a OCEAN UNIVERSITY OF CHINA   (China)

^b ZAOZHUANG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ASYMPTOTIC STABILITY; PARAMETER ESTIMATION; TIME DELAY; TIME VARYING SYSTEMS;

INTERCONNECTION MATRICES; TIME VARYING DELAYS;

CELLULAR NEURAL NETWORKS;

EID: 37249054991     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-72383-7_106     Document Type: Conference Paper

References (16)

1. Roska, T., Boros, T., Thiran P., Chua, L.O.: Detecting Simple Motion Using Celluar Neural Networks. Proc. IEEE int. workshop on Celluar Neural Networks and Their Applications (1990) 127-138
2. Arik, S.: Global Asymptotic Stability of A Class of Synsmical Neural Networks. IEEE Trans. Circuits Syst I 4 (2000) 568-571
3. Arik, S., Tavsanoglu, V.: Equilibrium Analysis of Delayed CNNs. IEEE Trans. Circuits Syst I 2 (1998) 168-171
4. Forti, M., Tesi, A.: New Conditions for Global Stability of Neural Networks with Applicatons to Linear and Quadractic Programming Problems. IEEE Trans. Circuits Syst I 7 (1995) 354-365
5. Gao, J.: Exponential Stability and Periodic Oscillatory Solution in BAM Networks with Delays. IEEE Tran. Neural Networks 2 (2002) 457-463
6. Gao, J., Wang, J.: Global Asymptotic Stability of a General Class of Recurrent Neural Networks with Time-Varying Delays. IEEE Trans. Circuits Syst 11 (2003) 34-44
7. Lu, H., Chung, F.L., He, Z.: Some Sufficient Conditions for Global Exponential Stability of Delayed Neural Networks. Neural Networks (2004) 437-544
8. Zhang, Q., Ma, R., Wang, C,. Xu, J.: On the Global Stability of Delayed Neural Networks. IEEE Trans. Autom. Control 5 (2003) 794-797
9. Chen, T.: Global Conbergence of Delayed Dynamical Systems. IEEE Trans. Neural Networks 6 (2001) 1532-1536
10. Ensari, T., Arik, S.: Global Stability Analysis of Neural Networks with Multiple Time Varying Delays. IEEE Trans. Autom. Control 11 (2005) 1781-1785
11. Zeng, Z., Wang, J., Liao, X.: Global Exponential Stability of A General Class of Recurrent Neural Networks with Unbounded Time-Varying Delays. IEEE Transactions on Circuits and Systems-Part II Express Briefs 52 (3) (2005) 168-173
12. Wang, L.S., Xu, D.Y.: Stability Analysis of Hopfield Neural Networks with Time Delay. Applied Mathematics and Mechanics 23 (2002) 250-252
13. Hu, S., Wang, J.: Global Robust Stability of A Class of Discrete-Time Interval Neural Networks. IEEE Transactions on Circuits and Systems-Part I: Regular Papers 53 (2006) 129-138
14. Zeng, Z., Wang, J.: Complete Stability of Cellular Neural Networks with TimeVarying Delays. IEEE Transactions on Circuits and Systems-Part I: Regular Papers 53 (2006) 944-955
15. Liao, X., Wang, J., Zeng, Z.: Global Asymptotic Stability and Global Exponential Stability of Delayed Cellular Neural Networks. IEEE Transactions on Circuits and Systems-Part II Express Briefs 52 (7) (2005) 403-409
16. Horn, R.A., Johnson, C.R.: Topic in Matrix Analysis. Cambridge, U. K.: Cambridge Univ. Press (1991)