5 citations · 5 across the 1 of their papers we have counts for
3 papers
cond-mat.dis-nn2020
On the number of limit cycles in diluted neural networks
Sungmin Hwang, Enrico Lanza, Giorgio Parisi +3
We consider the storage properties of temporal patterns, i.e. cycles of finite lengths, in neural networks represented by (generally asymmetric) spin glasses defined on random grap…
cond-mat.dis-nn2019
Large deviations of glassy effective potentials
Silvio Franz, Jacopo Rocchi
The theory of glassy fluctuations can be formulated in terms of disordered effective potentials. While the properties of the average potentials are well understood, the study of th…
cond-mat.dis-nn2019★ 5 cited
A fast and accurate algorithm for inferring sparse Ising models via parameters activation to maximize the pseudo-likelihood
Silvio Franz, Federico Ricci-Tersenghi, Jacopo Rocchi
We propose a new algorithm to learn the network of the interactions of pairwise Ising models. The algorithm is based on the pseudo-likelihood method (PLM), that has already been pr…