Iterative retrieval of sparsely coded associative memory patterns

Neural Networks

Volumn 9, Issue 3, 1996, Pages 445-455

  Schwenker, Friedhelm ^a   Sommer, F T ^b   Palm, G ^b  

^a UNIVERSITY OF ULM   (Germany)

^b NONE

Author keywords

Hebbian learning; Iterative retrieval; Neural auto associative memory; Sparse coding; Threshold control

Indexed keywords

ASSOCIATIVE STORAGE; ENCODING (SYMBOLS); ERROR CORRECTION; ERRORS; INFORMATION RETRIEVAL; LEARNING SYSTEMS; PERFORMANCE; PROBABILITY;

HEBBIAN LEARNING; ITERATIVE RETRIEVAL; NEURAL AUTO ASSOCIATIVE MEMORY; SPARSE CODING; THRESHOLD CONTROL;

NEURAL NETWORKS;

ARTIFICIAL NEURAL NETWORK; MEMORY; PRIORITY JOURNAL; REVIEW;

EID: 0030130739     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/0893-6080(95)00112-3     Document Type: Article

References (19)

1. Amari, S.-I. (1989), Characteristics of sparsely encoded associative memory. Neural Networks, 451-457.
2. Amit, D. J. (1989). Modelling brain function: the world of attractor neural networks. Cambridge: Cambridge University Press.
3. Buckingham, J., & Willshaw, D. (1993). On setting unit threshold in an incompletely connected associative net. Network, 4, 441-459.
4. Gardner-Medwin, A. (1976). The recall of events through the learning of associations between their pairs. Proceedings of the Royal Society of London B, 194, 375-402.
5. Gibson, W., & Robinson, J. (1992). Statistical analysis of the dynamics of a sparse associative memory. Neural Networks, 5, 645-662.
6. Hebb, D. O. (1949). The organization of behaviour. New York: John Wiley.
7. Hopfield, J. (1982). Neural networks and physical systems with emergent collective computational abilities. Proceedings of the National Academy of Sciences, USA, 79.
8. Kohonen, T. (1983). Self-organization and associative memory. Berlin: Springer-Verlag.
9. Kosko, B. (1988). Bidirectional associative memories. IEEE Transactions on Systems, Man, and Cybernetics, 18, 49-60.
10. Little, W. (1974). The existence of persistent states in the brain. Mathematical Biosciences, 19, 101-120.
11. Marr, D. (1971). Simple memory: A theory for archicortex. Philosophical Transactions of the Royal Society of London B, 262, 23-81.
12. Palm, G. (1980). On associative memory. Biological Cybernetics, 36, 19-31.
13. Palm, G. (1982). Neural assemblies. Berlin: Springer-Verlag.
14. Palm, G. (1988). On the asymptotic storage capacity on neural networks (Volume F41 of NATA ASI Series, pp. 271-280). Berlin: Springer-Verlag.
15. Palm, G. (1991). Memory capacities of local rules for synaptic modification. Concepts in Neuroscience, 2, 97-128.
16. Palm, G., & Sommer, F. T. (1992). Information capacity in recurrent McCulloch-Pitts networks with sparsely coded memory states. Network, 3, 1-10.
17. Sommer, F. T. (1993). Theorie neuronaler Assoziativspeicher - Lokales Lernen und iteratives Retrieval von Information. Hānsel-Hohenhausen.
18. Steinbuch, K. (1961). Die Lernmatrix. Kybernetik, 1, 36.
19. Willshaw, D., Buneman, O., & Longuet-Higgins, H. (1969). Non-holographic associative memory. Nature, 222.