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cond-mat.dis-nn2020
Tolerance versus synaptic noise in dense associative memories
Elena Agliari, Giordano De Marzo
The retrieval capabilities of associative neural networks can be impaired by different kinds of noise: the fast noise (which makes neurons more prone to failure), the slow noise (s…
math-ph2020
Replica symmetry breaking in neural networks: a few steps toward rigorous results
Elena Agliari, Linda Albanese, Adriano Barra +1
In this paper we adapt the broken replica interpolation technique (developed by Francesco Guerra to deal with the Sherrington-Kirkpatrick model, namely a pairwise mean-field spin-g…