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20112025
most citedPhase Diagram of Restricted Boltzmann Machines and Generalised Hopfield Networks with Arbitrary Priors

80 citations · 645 across the 38 of their papers we have counts for

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Showing 2013Show all

6 papers · 1 filter

cond-mat.dis-nn2013★ 25 cited

Mean field bipartite spin models treated with mechanical techniques

Adriano Barra, Andrea Galluzzi, Francesco Guerra +2

Inspired by a continuously increasing interest in modeling and framing complex systems in a thermody- namic rationale, in this paper we continue our investigation in adapting well…

cond-mat.stat-mech2013

Ferromagnetic models for cooperative behavior: Revisiting Universality in complex phenomena

Elena Agliari, Adriano Barra, Andrea Galluzzi +2

Ferromagnetic models are harmonic oscillators in statistical mechanics. Beyond their original scope in tackling phase transition and symmetry breaking in theoretical physics, they…

math-ph2013★ 2 cited

Multi-species mean-field spin-glasses. Rigorous results

Adriano Barra, Pierluigi Contucci, Emanuele Mingione +1

We study a multi-species spin glass system where the density of each species is kept fixed at increasing volumes. The model reduces to the Sherrington-Kirkpatrick one for the singl…

cond-mat.dis-nn2013★ 52 cited

Immune networks: multi-tasking capabilities near saturation

Elena Agliari, Alessia Annibale, Adriano Barra +2

Pattern-diluted associative networks were introduced recently as models for the immune system, with nodes representing T-lymphocytes and stored patterns representing signalling pro…

cond-mat.dis-nn2013

Retrieving Infinite Numbers of Patterns in a Spin-Glass Model of Immune Networks

Elena Agliari, Alessia Annibale, Adriano Barra +2

The similarity between neural and immune networks has been known for decades, but so far we did not understand the mechanism that allows the immune system, unlike associative neura…

cond-mat.dis-nn2013★ 1 cited

Immune networks: multi-tasking capabilities at medium load

Elena Agliari, Alessia Annibale, Adriano Barra +2

Associative network models featuring multi-tasking properties have been introduced recently and studied in the low load regime, where the number of simultaneously retrievable p…