43 citations · 284 across the 23 of their papers we have counts for
3 papers · 1 filter
Deep Neural Networks as the Semi-classical Limit of Quantum Neural Networks
Antonino Marciano, Deen Chen, Filippo Fabrocini* +7
Our work intends to show that: (1) Quantum Neural Networks (QNN) can be mapped onto spinnetworks, with the consequence that the level of analysis of their operation can be carried…
Off-equilibrium finite-size method for critical behavior analyses
Matteo Lulli, Giorgio Parisi, Andrea Pelissetto
We present a new dynamic off-equilibrium method for the study of continuous transitions, which represents a dynamic generalization of the usual equilibrium cumulant method. Its mai…
Highly optimized simulations on single- and multi-GPU systems of 3D Ising spin glass
Matteo Lulli, Massimo Bernaschi, Giorgio Parisi
We present a highly optimized implementation of a Monte Carlo (MC) simulator for the three-dimensional Ising spin-glass model with bimodal disorder, i.e., the 3D Edwards-Anderson m…