179 citations
- Istituto Nazionale di Fisica Nucleare, Sezione di NapoliIT11 papers
- University of Naples Federico IIIT6 papers
- University of PaduaIT6 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- National Institute of OpticsIT3 papers
- Sapienza University of RomeIT3 papers
- Ghent UniversityBE2 papers
- Heinrich Heine University DüsseldorfDE2 papers
- Institute of Applied Science and Intelligent SystemsIT2 papers
- RIKEN Center for Emergent Matter ScienceJP2 papers
- The University of TokyoJP2 papers
- Université de StrasbourgFR2 papers
22 papers
Estimating the distribution of numerosity and non-numerical visual magnitudes in natural scenes using computer vision
Kuinan Hou, Marco Zorzi, Alberto Testolin
Humans share with many animal species the ability to perceive and approximately represent the number of objects in visual scenes. This ability improves throughout childhood, sugges…
Lindblad master equation approach to the dissipative quench dynamics of planar superconductors
Andrea Nava, Carmine Antonio Perroni, Reinhold Egger +2
We employ the Lindblad master equation method to study the nonequilibrium dynamics following a parametric quench in the Hamiltonian of an open, two-dimensional superconducting syst…
Investigating the generative dynamics of energy-based neural networks
Lorenzo Tausani, Alberto Testolin, Marco Zorzi
Generative neural networks can produce data samples according to the statistical properties of their training distribution. This feature can be used to test modern computational ne…
Spin-Hall Current and Nonlocal Transport in Ferromagnet-Free Multi-band models for SrTiO3-Based Nanodevices in the presence of impurities
Domenico Giuliano, Andrea Nava, Carmine Antonio Perroni +3
We compute the spin-Hall conductance in a multiband model describing the two-dimensional electron gas formed at a LaAlO3/SrTiO3 interface in the presence of a finite concentration…
Effect of confinement and Coulomb interactions on the electronic structure of (111) LaAlO/SrTiO interface
Mattia Trama, Vittorio Cataudella, Carmine Antonio Perroni +2
A tight binding supercell approach is used for the calculation of the electronic structure of the (111) LaAlO/SrTiO interface. The confinement potential at the interface is…
A developmental approach for training deep belief networks
Matteo Zambra, Alberto Testolin, Marco Zorzi
Deep belief networks (DBNs) are stochastic neural networks that can extract rich internal representations of the environment from the sensory data. DBNs had a catalytic effect in t…