The two essential ideas in this paper are, on the one hand, that a considerable amount of power quantum computation may be obtained by adding to classical computer few specialized modules and, other such constructed out systems obeying quantum-like equations where space coordinate is evolution parameter (thus playing role time algorithms).

Today, like never before, we are witnessing a pervasive diffusion of ultra-broadband fixed-mobile connectivity, the deployment Cloud-native 5G network and service platforms, wide adoption Artificial Intelligence. It has so-called Digital Transformation our Society: as matter fact, transformative role Telecommunications Information Communication Technologies (ICT) long been witnessed precursor s...

The capacity of noisy quantum channels characterizes the highest rate at which information can be reliably transmitted and it is therefore practical as well fundamental importance. Capacities classical are computed using alternating optimization schemes, called Blahut-Arimoto algorithms. In this work, we generalize algorithms to setting. particular, give efficient iterative schemes compute with...

Private distributed learning studies the problem of how multiple entities collaboratively train a shared deep network with their private data unrevealed. With security provided by protocols blind quantum computation, cooperation between physics and machine may lead to unparalleled prospect for solving tasks. In this paper, we introduce protocol that is able utilize computational power remote se...