565 citations · 2k across the 36 of their papers we have counts for
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cond-mat.dis-nn2009
About the ergodic regime in the analogical Hopfield neural networks. Moments of the partition function
Adriano Barra, Francesco Guerra
In this paper we introduce and exploit the real replica approach for a minimal generalization of the Hopfield model, by assuming the learned patterns to be distributed accordingly…
cond-mat.dis-nn2009★ 1 cited
Constraints for the order parameters in analogical neural networks
Adriano Barra, Francesco Guerra
In this paper we study, via equilibrium statistical mechanics, the properties of the internal energy of an Hopfield neural network whose patterns are stored continuously (Gaussian…
cond-mat.dis-nn2009★ 73 cited
The replica symmetric behavior of the analogical neural network
Adriano Barra, Giuseppe Genovese, Francesco Guerra
In this paper we continue our investigation of the analogical neural network, paying interest to its replica symmetric behavior in the absence of external fields of any type. Bridg…