225 citations · 232 across the 4 of their papers we have counts for
4 papers
A New Paradigm of Reservoir Computing Exploiting Hydrodynamics
Giulia Marcucci, Piergiorgio Caramazza, Shamit Shrivastava
Nonlinear waves have played a historical role in laying the foundations of the science of complexity. Recently, they have also allowed the development of a new reservoir computing…
Transmission of natural scene images through a multimode fibre
Piergiorgio Caramazza, Oisín Moran, Roderick Murray-Smith +1
The optical transport of images through a multimode fibre remains an outstanding challenge with applications ranging from optical communications to neuro-imaging. State of the art…
Variational Inference for Computational Imaging Inverse Problems
Francesco Tonolini, Jack Radford, Alex Turpin +2
Machine learning methods for computational imaging require uncertainty estimation to be reliable in real settings. While Bayesian models offer a computationally tractable way of re…
Neural network identification of people hidden from view with a single-pixel, single-photon detector
Piergiorgio Caramazza, Alessandro Boccolini, Daniel Buschek +5
Light scattered from multiple surfaces can be used to retrieve information of hidden environments. However, full three-dimensional retrieval of an object hidden from view by a wall…