4 citations · 6 across the 4 of their papers we have counts for
4 papers
Universal representation by Boltzmann machines with Regularised Axons
Przemysław R. Grzybowski, Antoni Jankiewicz, Eloy Piñol +7
It is widely known that Boltzmann machines are capable of representing arbitrary probability distributions over the values of their visible neurons, given enough hidden ones. Howev…
Population annealing with topological defect driven nonlocal updates for spin systems with quenched disorder
David Cirauqui, Miguel Ángel García-March, José Ramón Martínez Saavedra +2
Population Annealing, one of the currently state-of-the-art algorithms for solving spin-glass systems, sometimes finds hard disorder instances for which its equilibration quality a…
Quantum Random Number Generators : Benchmarking and Challenges
David Cirauqui, Miguel Ángel García-March, Guillem Guigó Corominas +5
We discuss the current state of the art of Quantum Random Number Generators (QRNG) and their possible applications in the search for quantum advantages. To this aim, we first discu…
Haake-Lewenstein-Wilkens approach to spin-glasses revisited
Maciej Lewenstein, David Cirauqui, Miguel Angel Garcia-March +5
We revisit the Haake-Lewenstein-Wilkens (HLW) approach to Edwards-Anderson (EA) model of Ising spin glass [Phys. Rev. Lett. 55, 2606 (1985)]. This approach consists in evaluation a…