A discrete sequential bidirectional associative memory for multistep pattern recognition

Pattern Recognition Letters

Volumn 19, Issue 12, 1998, Pages 1087-1102

  Lee, Donq Liang ^a  

^a TA HWA INSTITUTE OF TECHNOLOGY   (Taiwan)

Author keywords

Bidirectional associative memory; Multistep retrieval; Neural network

Indexed keywords

ALGORITHMS; ASSOCIATIVE STORAGE; COMPUTER SIMULATION; NEURAL NETWORKS;

BIDIRECTIONAL ASSOCIATIVE MEMORY; BIDIRECTIONAL SEQUENTIAL ENCODING METHOD; MINIMUM OVERLAP ALGORITHM; MULTISTEP PATTERN RECOGNITION;

PATTERN RECOGNITION;

EID: 0032180542     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-8655(98)00086-5     Document Type: Article

References (15)

1. Gallent, S.I., 1986. Optimal linear discriminants. In: Proceedings of the Eighth International Conference on Pattern Recognition, Paris, France, pp. 849-852.
2. Hebb, D.O., 1949. The Organization of Behavior. Wiley, New York.
3. Hopfield J.J. Neural networks and physical systems with emerging collective computational abilities. Proc. Nat. Acad. Sci. USA. 79:1982;2554-2558.
4. Hopfield J.J. Neurons with graded response have collective computational properties like those of two state neurons. Proc. Nat. Acad. Sci. USA. 81:1984;3088-3092.
5. Kohonen, T., 1984. Self-Organization and Associative Memory. Springer, Berlin.
6. Kosko B. Adaptive bidirectional associative memories. Appl. Opt. 26(23):1987;4947-4960.
7. Kosko B. Bidirectional associative memories. IEEE Trans. Syst., Man and Cybern. 18(1):1988;49-60.
8. Krauth W., Mezard M. Learning algorithm with optimal stability in neural networks. J. Phys. A: Math. Gen. 20:1987;L745-L752.
9. Leung C.S. Encoding method for bidirectional associative memory using projection on convex sets. IEEE Trans. Neural Networks. 4(5):1993;879-881.
10. Lee D.L., Wang W.J. Improvement of bidirectional associative memory by using correlation significance. Electron. Lett. 29(8):1993;688-690.
11. Minsky. M.L., Papert, S., 1969. Perceptrons. MIT press, Cambridge, MA.
12. Oh H., Kothari S.C. Adaptation of the relaxation method for learning in bidirectional associative memory. IEEE Trans. Neural Networks. 5(4):1994;576-583.
13. Wang T., Zhuang X., Xing X. Designing bidirectional associative memories with optimal stability. IEEE Trans. Syst., Man and Cybern. 24(5):1994;778-790.
14. Wang, Y.F., Cruz Jr., J.B., Mulligan Jr., J.H., 1991. Guaranteed recall of all training pairs for bidirectional associative memory. IEEE Trans. Neural Networks 2 (6), 559-567.
15. Zhou R.W., Quek C. DCBAM: A discrete chainable bidirectional associative memory. Pattern Recognition Letters. 17 (9):1996;985-999.