On the storage of correlated patterns in Hopfield's model

José F. Fontanari, W. K. Theumann · Journal de physique · 1990

The effects of storing p statistically independent but effectively correlated patterns in the Hopfield model of associative memory are studied. This leads us to propose a local learning rule which by enhancing the differences among the patterns allows the network to store them with an efficiency comparable to nonlocal learning rules.

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