Robust stability for uncertain stochastic fuzzy BAM neural networks with time-varying delays

Physics Letters, Section A: General, Atomic and Solid State Physics

Volumn 372, Issue 31, 2008, Pages 5159-5166

  Syed Ali, M ^a   Balasubramaniam, P ^a  

^a GANDHIGRAM RURAL UNIVERSITY   (India)

Author keywords

Global asymptotic stability; Linear matrix inequality; Lyapunov functional; Stochastic fuzzy BAM neural networks; Time varying delays

Indexed keywords

ASSOCIATIVE PROCESSING; ASYMPTOTIC STABILITY; FUZZY INFERENCE; FUZZY NEURAL NETWORKS; LINEAR MATRIX INEQUALITIES; LYAPUNOV FUNCTIONS; ROBUSTNESS (CONTROL SYSTEMS); STOCHASTIC MODELS; STOCHASTIC SYSTEMS; TIME DELAY; TIME VARYING CONTROL SYSTEMS; TIME VARYING NETWORKS;

BI-DIRECTIONAL ASSOCIATIVE MEMORY; FUZZY BAM NEURAL NETWORKS; GLOBAL ASYMPTOTIC STABILITY; LINEAR MATRIX INEQUALITY APPROACH; LYAPUNOV FUNCTIONALS; STOCHASTIC SETTINGS; TAKAGI-SUGENO FUZZY MODELS; TIME VARYING- DELAYS;

FUZZY LOGIC;

EID: 46749118745     PISSN: 03759601     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.physleta.2008.05.067     Document Type: Article

References (34)

1. Takagi T., and Sugeno M. IEEE Trans. Syst. Man Cybern. 15 (1985) 116
2. Cao Y.Y., and Frank P.M. Fuzzy Sets Syst. 124 (2001) 213
3. Kosko B. Appl. Opt. 26 (1987) 4947
4. Kosko B. IEEE Trans. Syst. Man Cybern. 18 (1988) 49
5. Kosko B. Neural Networks and Fuzzy Systems-A Dynamical Systems Approach to Machine Intelligence (1992), Prentice Hall, Englewood Cliffs, NJ pp. 38-108
6. Gopalsamy K., and He X.Z. IEEE Trans. Neural Networks 5 (1994) 998
7. Cao J., and Wang L. Phys. Rev. E 61 (2000) 1825
8. Cao J., and Wang L. IEEE Trans. Neural Networks 13 (2002) 457
9. Cao J., and Dong M. Appl. Math. Comput. 135 (2003) 105
10. Cao J. Appl. Math. Comput. 142 (2003) 333
11. Cao J., and Wang J. IEEE Trans. Circuits Syst. I 50 (2003) 34
12. Chen A., Cao J., and Huang L. Neurocomputing 57 (2004) 435
13. Wan L., and Zhou Q. Phys. Lett. A 370 (2007) 423
14. Wang Z., and Qiao H. IEEE Trans. Signal Process. 50 3 (2002) 560
15. Zhang J., and Yang Y. Int. J. Circuits Theor. Appl. 29 (2001) 185
16. Zhao H., and Ding N. Chaos Solitons Fractals 32 (2007) 1692
17. Xia Y., Huang Z., and Han M. Chaos Solitons Fractals 38 (2008) 806
18. Huang Z., and Xia Y. Chaos Solitons Fractals 38 (2008) 489
19. Zheng B., Zhang Y., and Zhang C. Chaos Solitons Fractals 37 (2008) 1397
20. Xia Y., Huang Z., and Han M. Chaos Solitons Fractals 37 (2008) 588
21. Wen Z., and Sun J. Neurocomputing 71 (2008) 1543
22. Bai C. Chaos Solitons Fractals 35 (2008) 263
23. Wang B., Jian J., and Guo C. Neurocomputing 71 (2008) 495
24. Wan L., and Sun J. Phys. Lett. A 343 (2005) 306
25. Wang Z., Lauria S., Fang J., and Liu X. Chaos Solitons Fractals 32 (2007) 62
26. Wang Z., Shu H., Fang J., and Liu X. Nonlinear Anal. Real World Appl. 7 (2006) 1119
27. Blythe S., Mao X., and Liao X. J. Franklin Inst. 338 (2001) 481
28. Huang H., and Cao J. Nonlinear Anal. Real World Appl. 8 (2007) 646
29. Huang H., Ho D.W.C., and Lam J. IEEE Trans. Circuits Syst. II Exp. Briefs 52 (2005) 251
30. Lou X., and Cui B. Fuzzy Sets Syst. 158 (2007) 2746
31. Gahinet P., Nemirovski A., Laub A., and Chilali M. LMI Control Toolbox User's Guide (1995), The Mathworks, Massachusetts
32. Boyd B., Ghoui L.E., Feron E., and Balakrishnan V. Linear Matrix Inequalities in System and Control Theory (1994), SIAM, Philadephia
33. Mao X., Koroleva N., and Rodkina A. Syst. Control. Lett. 35 (1998) 325
34. Khasminski R. Stochastic Stability of Differential Equations (1980), Sijithoff and Noordhoff, Netherlands