Qualitative analysis of bi-directional associative memory with time delay

International Journal of Circuit Theory and Applications

Volumn 26, Issue 3, 1998, Pages 219-229

  Liao, Xiaofeng ^a   Yu, Juebang ^a  

^a UNIVERSITY OF ELECTRONIC SCIENCE AND TECHNOLOGY OF CHINA   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; DELAY CIRCUITS; ELECTRIC NETWORK ANALYSIS; INTEGRATED CIRCUIT LAYOUT;

BI-DIRECTIONAL ASSOCIATIVE MEMORY (BAM);

ASSOCIATIVE STORAGE;

EID: 0032069555     PISSN: 00989886     EISSN: None     Source Type: Journal    
DOI: 10.1002/(sici)1097-007x(199805/06)26:3<219::aid-cta991>3.0.co;2-i     Document Type: Article

References (21)

1. B. Kosko, 'Bi-directional associative memories', IEEE Trans. Syst. Man. Cybernet., SMC-18, 49-60 (1988).
2. B. Kosko, 'Adaptive bi-directional associative memories', Appl. Opt., 26, 4947-4960 (1987).
3. B. Kosko, 'Unsupervised learning in noise', IEEE Trans. Neural Networks, NN-1, 44-57 (1990).
4. B, Kosko, 'Structural stability of unsupervised learning in feedback neural networks', IEEE Trans. Automat. Control, AC-36, 785-790 (1991).
5. B. Kosko, 'Neural Networks and Fuzzy Systems - A Dynamical System Approach to Machine Intelligence', Prentice-Hall, Englewood Cliffs, NJ, 1992.
6. M. A. Cohen and S. Grossberg, 'Absolute stability of global pattern formation and parallel memory storage by competitive neural network', IEEE Trans. Systems Man. Cybernet., SMC-13, 815-826 (1983).
7. C. Mathai and B. C. Upadhyaya, 'Performance analysis and application of the bi-directional associative memory to industrial spectral signatures', Proc. IJCNN', 1981, Vol. 1, 1989, pp. 33-37.
8. T. Kohonen, 'Self-organization and Associative Memory', Springer, New York, 1988.
9. M. W. Hirsch and S. Smale, Differential Equations, Dynamical Systems and Linear Algebra, Academic Press, Orlando, FL, 1974.
10. A. N. Michel and R. K. Miller, Qualitative Analysis of Large Scale Dynamical Systems, Academic Press, New York, 1977.
11. D. Kleinfeld, 'Sequential state generation by model neural networks', Proc. Nat. Acad. Sci. USA, 83, 9469-9473 (1986).
12. H. Sompolinsky and I. Kanter, 'Temporal association in asymmetric neural network', Phys. Rev. Lett., 57, 2861(1986).
13. P. R. Conwell, 'Effects of connection delays in two state model neural', Proc. 1st IEEE. Int. Conf on Neural Networks, 1995.
14. C. M. Marcus and R. M. Westervelt, 'Stability of analog neutral networks with delay', Phys. Rev. A, 39, 347-359 (1989).
15. P. Baldi and A. F. Atiya, 'How delays affect neural dynamics and learning', IEEE Trans. Neural Networks, NN-5, 612-621 (1994)
16. Zhang Yi, 'Global stability and periodic solutions of delay Hopfield neural networks', Int. J. System Sci., 27, 227-231 (1996).
17. Zhang Yi et al., 'Periodic solutions and stability of Hopfield neural networks with variable delays', Int. J. System Sci., 27, 895-901 (1996).
18. L. O. Chua and T. Roska, 'Cellular neural networks with nonlinear and delay-type template elements and non-uniform grids', Int. J. Circuit Theory Appl., 20, 449-451 (1992).
19. T. Roska, C. W. Wu, M. Balsi and L. O. Chua, 'Stability and dynamics of delay-type general cellular networks', IEEE Trans Circuits Systems, CAS-39, 487-490 (1992).
20. P. P. Civalleri, M. Gilli and L. Pardolf, 'On stability of cellular neural networks with delay', IEEE Trans. Circuit Systems, CAS-40, 270-272 (1993).
21. M. Gilli, 'Stability of cellular neural networks and delayed cellular neural networks with nonpositive templates and nonmonotonic output functions', IEEE Trans. Circuits Systems I, CAS-41, 518-528 (1994).