58 citations · 76 across the 12 of their papers we have counts for
3 papers · 1 filter
Evidence of Scaling Regimes in the Hopfield Dynamics of Whole Brain Model
Giorgio Gosti, Sauro Succi, Giancarlo Ruocco
It is shown that a Hopfield recurrent neural network exhibits a scaling regime, whose specific exponents depend on the number of parcels used and the decay length of the coupling s…
Photonic Stochastic Emergent Storage: Exploiting Scattering-intrinsic Patterns for Programmable Deep Classification
Marco Leonetti, Giorgio Gosti, Giancarlo Ruocco
Disorder is a pervasive characteristic of natural systems, offering a wealth of non-repeating patterns. In this study, we present a novel storage method that harnesses naturally-oc…
Effect of dilution in asymmetric recurrent neural networks
Viola Folli, Giorgio Gosti, Marco Leonetti +1
We study with numerical simulation the possible limit behaviors of synchronous discrete-time deterministic recurrent neural networks composed of N binary neurons as a function of a…