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Dynamical properties of neural networks with correlated patterns

Articolo
Data di Pubblicazione:
1991
Abstract:
We investigate the retrieval properties of fully connected saturated neural networks trained by the Edinburgh algorithm with correlated patterns {?i}. We evaluate the effect of the correlation on the overlap between {?i} and the network configuration after one time step and on the basins of attraction. We also show that the introduction of the thermal noise does not change the domains of attraction of the correlated memories.
Tipologia CRIS:
01.01 Articolo in rivista
Elenco autori:
Marangi, Carmela; Pasquariello, Guido
Autori di Ateneo:
MARANGI CARMELA
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/198215
Pubblicato in:
INTERNATIONAL JOURNAL OF MODERN PHYSICS C
Journal
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URL

http://www.worldscientific.com/doi/pdf/10.1142/S0129183191000998
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