248 citations · 1.2k across the 41 of their papers we have counts for
41 papers
Optimization of the Memory Reset Rate of a Quantum Echo-State Network for Time Sequential Tasks
Riccardo Molteni, Claudio Destri, Enrico Prati
Quantum reservoir computing is a class of quantum machine learning algorithms involving a reservoir of an echo state network based on a register of qubits, but the dependence of it…
Quantum activation functions for quantum neural networks
Marco Maronese, Claudio Destri, Enrico Prati
The field of artificial neural networks is expected to strongly benefit from recent developments of quantum computers. In particular, quantum machine learning, a class of quantum a…
Nonclassical steering with two-mode Gaussian states
Massimo Frigerio, Claudio Destri, Stefano Olivares +1
Singularity or negativity of Glauber P-function is a widespread notion of nonclassicality, with important implications in quantum optics and with the character of an irreducible re…
Quantum Semantic Learning by Reverse Annealing an Adiabatic Quantum Computer
Lorenzo Rocutto, Claudio Destri, Enrico Prati
Boltzmann Machines constitute a class of neural networks with applications to image reconstruction, pattern classification and unsupervised learning in general. Their most common v…
Cored DARKexp systems with finite size: numerical results
Claudio Destri
In the DARKexp framework for collisionless isotropic relaxation of self--gravitating matter, the central object is the differential energy distribution , which takes a maximu…
Cored density profiles in the DARKexp model
Claudio Destri
The DARKexp model represents a novel and promising attempt to solve a long standing problem of statistical mechanics, that of explaining from first principles the quasi--stationary…