Abstract
A review of recent results on the performance of a string of n Hopfield subnetworks interconnected by means of strong unidirectional low density connections is presented. Such networks store p random unbiased patterns {ξ u i , composed by n subpatterns, each of them to be recalled sequentially, by one of the subnetworks.
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AMIT DJ, GUTFREUND H. and SOMPOLINSKY H., Phys. Rev. A32 1007 (1985).
HOPFIELD JJ, Proc. Natl Acad. Sci. USA 79 2554 (1949).
HEBB DO, The Organization of Behaviour, Willey, New York, (1949).
AMIT D.J., GUTFREUND H. and SOMPOLINSKY H., Phys. Rev. Lett. 55, 1530 (1985).
FORREST BM, J. Phys. A21 (1988) 245.
Viana L, and Martinez C., to be published.
Viana L, to be published.
Virasoro MA, Reich S. and Laurogrotto R., to be published.
This behaviour has a few exceptions for some values of N and p, as discussed in [6].
MARTINEZ C., M.Sc. Thesis, CICESE, México (1994).
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© 1995 Springer-Verlag Berlin Heidelberg
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Viana, L. (1995). Collective behaviour of a chain of Hopfield subnetworks interconnected unidirectionally. In: Mira, J., Sandoval, F. (eds) From Natural to Artificial Neural Computation. IWANN 1995. Lecture Notes in Computer Science, vol 930. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-59497-3_189
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DOI: https://doi.org/10.1007/3-540-59497-3_189
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