93 citations · 138 across the 9 of their papers we have counts for
9 papers
Observation of associative-memory retrieval and spin-glass phases on a photonic quantum simulator
Taira Giordani, Gennaro Zanfardino, Luca Leuzzi +16
Models of interacting complex systems provide the fundamental statistical physics reference frame for the study and the understanding of associative memories, machine learning, and…
Emergent learning: neuromorphic photonic computing with accelerated training
Sara Peña-Gutiérrez, Giorgio Gosti, Hongsheng Chen +2
Emergent learning transforms a disordered optical medium into a photonic device capable of storage, recognition, and classification of arbitrary memory patterns. First, we show tha…
Multiphoton quantum simulation of the generalized Hopfield memory model
Gennaro Zanfardino, Stefano Paesani, Luca Leuzzi +5
In the present work, we introduce, develop, and investigate a connection between multiphoton quantum interference, a core element of emerging photonic quantum technologies, and Hop…
Translation-based structured illumination microscopy via generalized Richardson-Lucy method
Valentina Capalbo, Damiana Battaglini, Marialaura Petroni +2
Structured illumination microscopy (SIM) can achieve a resolution enhancement beyond the classical diffraction limit by employing illumination translations with respect t…
Stochastically Structured Illumination Microscopy scan less super resolution imaging
Denzel Fusco, Emmanouil Xypakis, Ylenia Gigante +5
In Super-resolution, a varying-illumination image stack is required. This enriched the dataset typically necessitates precise mechanical control and micron scale optical alignment…
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…