Global exponential stability and periodic solutions of delay Hopfield neural networks

REFERENCES

• BALDI , P. , and ATIYA , A. F. , 1994 , How delays affect neural dynamics and learning . IEEE Transactions on Neural Networks , 5 , 612 – 621 .
   PubMed Web of Science ®Google Scholar
• FORTI , M. , 1994 , On global asymptotic stability of a class of nonlinear systems arising in neural network theory . Journal of Differential Equations , 113 , 246 – 264 .
   Web of Science ®Google Scholar
• FORTI , M. , MANETTI , S. , and MARINI , M. , 1992 , A condition for global convergence of a class of symmetric neural circuits . IEEE Transactions on Circuits and Systems , 39 , 480 – 483 .
   Google Scholar
• HOPFIELD , J. J. , and TANK , D. W. 1986 , Computing with neural circuits a model . Science , 233 , 625 – 633 .
   PubMed Web of Science ®Google Scholar
• KELLY , D. C. , 1990 , Stability in contractive nonlinear neural networks . IEEE Transactions on Biomedical Engineering , 37 , 231 – 242 .
   PubMedGoogle Scholar
• MARCUS , C. M. , and WESTERVELT , R. M. , 1989 , Stability of analog neural networks with delay . Physical Review A , 39 , 347 – 359 .
   PubMed Web of Science ®Google Scholar
• LI , J. H. , MICHEL , A. N. , and POROD , W. , 1988 , Qualitative analysis and synthesis of a class of neural networks . IEEE Transactions on Circuits and Systems , 35 , 976 – 985 .
   Google Scholar
• MICHEL , A. N. , FARREL , J. A. , and POROD , W. , 1989 , Qualitative analysis of neural networks . IEEE Transactions Circuits Systems , 36 , 229 – 244 .
   Google Scholar
• ROSKA , T. , WU , C. W. , BALSI , M. , and CHUA , L. O. , 1992 , Stability and dynamics of delay-type general and cellular neural networks . IEEE Transactions on Circuits and Systems , 39 , 487 – 490 .
   Google Scholar
• TANK , D. W. , and HOPFIELD , J. J. , 1986 , Simple neural optimization networks an A/D converter, signal decision circuit and a linear programming circuit . IEEE Transactions on Circuits Systems , 33 , 522 – 541 .
   Google Scholar
• TROUDET , T. P. , and WALTERS , S. M. , 1991 , Neural network architecture for crossbar switch control . IEEE Transactions on Circuits and Systems , 38 , 42 – 65 .
   Google Scholar
• YANG , H. , and DILLON , T. S. , 1994 , Exponential stability and oscillation of Hopfield graded response neural network . IEEE Transactions on Neural Networks , 5 , 719 – 729 ,
   PubMedGoogle Scholar