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Dynamical properties of neural networks with correlated patterns

Academic Article
Publication Date:
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.
Iris type:
01.01 Articolo in rivista
List of contributors:
Marangi, Carmela; Pasquariello, Guido
Authors of the University:
MARANGI CARMELA
Handle:
https://iris.cnr.it/handle/20.500.14243/198215
Published 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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