A global approach to the design of discrete-time cellular neural networks for associative memories

International Journal of Circuit Theory and Applications

Volumn 24, Issue 4, 1996, Pages 489-510

  Brucoli, Michele ^a   Carnimeo, Leonarda ^a   Grassi, Giuseppe ^a  

^a POLITECNICO DI BARI   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

ASSOCIATIVE STORAGE; COMPUTER SIMULATION; LEARNING ALGORITHMS; LEARNING SYSTEMS; MATHEMATICAL MODELS; NONLINEAR SYSTEMS; SYSTEM STABILITY; SYSTEM THEORY; VLSI CIRCUITS;

BIPOLAR IMAGES; DISCRETE TIME CELLULAR NEURAL NETWORKS; MULTILEVEL THRESHOLD NETWORK; PSEUDO INVERSION TECHNIQUE;

CELLULAR NEURAL NETWORKS;

EID: 0030196136     PISSN: 00989886     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1097-007X(199607/08)24:4<489::AID-CTA930>3.0.CO;2-F     Document Type: Article

References (17)

1. J. A. Farrell and A. N. Michel, 'A synthesis procedure for Hopfield's continuous-time associative memory', IEEE Trans. Circuits and Systems, CAS-37, 877-884 (1990).
2. A. N. Michel, J. A. Farrell and H. Sun, 'Analysis and synthesis techniques for Hopfield type synchronous discrete-time neural networks with application to associative memory', IEEE Trans. Circuits and Systems, CAS-37, 1356-1366 (1990).
3. G. Yen and A. N. Michel, 'A learning and forgetting algorithm in associative memories: results involving pseudo-inverses', IEEE Trans. Circuits and Systems, CAS-38, 1193-1205 (1991).
4. J. Si and A. N. Michel, 'Analysis and synthesis of discrete-time neural networks with multilevel threshold functions', Proc. ISCAS-91, Singapore, 1991, Vol. 3, IEEE, New York, 1991, pp. 1461-1464.
5. G. Yen and A. N. Michel, 'A learning and forgetting algorithm in associative memories: the eigenstructure method', IEEE Trans. Circuits and Systems II, CAS-39, 212-225 (1992).
6. C. Mead, Analog VLSI and Neural Systems, Addison-Wesley, Reading, MA, 1989.
7. D. Liu and A. N. Michel, 'Sparsely interconnected neural networks for associative memories with applications to cellular neural networks', IEEE Trans. Circuits and Systems II, CAS-41, 295-307 (1994).
8. L. O. Chua and L. Yang, 'Cellular neural networks: theory', IEEE Trans. Circuits and Systems, CAS-35, 1257-1272 (1988).
9. H. Harrer and J. A. Nossek, 'Discrete-time cellular neural networks', Int. j. cir. theor. app., 20, 453-467 (1992).
10. H. Harrer, J. A. Nossek and R. Stelzl, 'An analog implementation of discrete-time cellular neural networks', IEEE Trans. Neural Netw., NN-3, 466-476 (1992).
11. G. Martinelli and R. Perfetti, 'Associative memory design using space-varying cellular neural networks', Proc. CNNA-92, Munich, 1992, IEEE, New York, 1992, pp. 117-122.
12. D. Liu and A. N. Michel, 'Cellular neural networks for associative memories', IEEE Trans. Circuits and Systems II, CAS-40, 119-121 (1993).
13. S. Tan, J. Hao and J. Vanderwalle, 'Cellular neural networks as a model of associative memories', Proc. CNNA-90, Budapest, 1990, EEEE, New York, 1990, pp. 26-35.
14. M. Brucoli, L. Carnimeo and G. Grassi, 'A new synthesis procedure for associative memories using discrete-time cellular neural networks', Proc. NOLTA-94, Kagoshima, 1994, pp. 53-56.
15. C. Guzelis and L. O. Chua, 'Stability analysis of generalized cellular neural networks', Int. j. cir. theor. appl., 21, 1-33 (1993).
16. A. N. Michel and R. K. Miller, Qualitative Analysis of Large Scale Dynamical Systems, Academic, New York, 1977.
17. A. Ben-Israel and T. N. E. Greville, Generalized Inverses: Theory and Applications, Wiley, New York, 1974.