38 citations · 104 across the 17 of their papers we have counts for
3 papers · 1 filter
Pattern capacity of a single quantum perceptron
Fabio Benatti, Giovanni Gramegna, Stefano Mancini
Recent developments in Quantum Machine Learning have seen the introduction of several models to generalize the classical perceptron to the quantum regime. The capabilities of these…
One bound to rule them all: from Adiabatic to Zeno
Daniel Burgarth, Paolo Facchi, Giovanni Gramegna +1
We derive a universal nonperturbative bound on the distance between unitary evolutions generated by time-dependent Hamiltonians in terms of the difference of their integral actions…
Entropy of quantum states
Paolo Facchi, Giovanni Gramegna, Arturo Konderak
Given the algebra of observables of a quantum system subject to selection rules, a state can be represented by different density matrices. As a result, different von Neumann entrop…