Analysis for Global Robust stability 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 3173, Issue , 2004, Pages 96-101

  Ji, Ce ^a   Zhang, Huaguang ^a   Guan, Huanxin ^a  

^a NORTHEASTERN UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ASYMPTOTIC STABILITY; LINEAR MATRIX INEQUALITIES; LYAPUNOV FUNCTIONS; ROBUSTNESS (CONTROL SYSTEMS);

ACTIVATION FUNCTIONS; COHEN-GROSSBERG NEURAL NETWORKS; DIFFERENTIABILITY; GLOBAL ROBUST STABILITY; GLOBALLY ASYMPTOTIC STABILITY; LINEAR MATRIX INEQUALITY TECHNIQUES; LYAPUNOV FUNCTIONALS; PARAMETER PERTURBATION;

NEURAL NETWORKS;

EID: 33745899681     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-28647-9_17     Document Type: Article

References (9)

1. Cohen, M., Grossberg, S.: Absolute Stability of Global Pattern Formation and Parallel Memory Storage by Competitive Neural Networks. IEEE Transactions on Systems, Man and Cybernetics, Vol. 13. (1983) 815-826
2. Wang, L., Zou, X.F.: Harmless Delays in Cohen-Grossberg Neural Networks. Physica D, Vol. 170. (2002) 162-173
3. Chen, T.P., Rong, L.B.: Delay-Independent Stability Analysis of Cohen-Grossberg Neural Networks. Physics Letters A, Vol. 317. (2003) 436-449
4. Ye, H., Michel, A.N., Wang, K.: Analysis of Cohen-Grossberg Neural Networks with Multiple Delays. Physical Review E, Vol. 51. (1995) 2611-2618
5. Hwang, C.C., Cheng, C.J., Liao, T.L.: Globally Exponential Stability of Generalized Cohen-Grossberg Neural Networks with Delays. Physics Letters A, Vol. 319. (2003) 157-166
6. Wang, L., Zou, X.F.: Exponential Stability of Cohen-Grossberg Neural Networks. Neural Networks, Vol. 15. (2002) 415-422
7. Liao, X.X., Wu, K.Z., Chen, G.: Novel Robust Stability Criteria for Interval-Delayed Hopfield Neural Networks. IEEE Transactions on Circuits and Systems-I, Vol. 48. (2001) 1355-1358
8. Arik, S.: Global Robust Stability of Delayed Neural Networks. IEEE Transactions on Circuits and Systems-I, Vol. 50. (2003) 156-160
9. Gopalsamy, K.: Stability and Oscillations in Delay Differential Equations of Population Dynamics. Kluwer Academic Publishers, Dordrecht (1992)