103 citations · 455 across the 15 of their papers we have counts for
3 papers · 1 filter
Quantum implementation of an artificial feed-forward neural network
Francesco Tacchino, Panagiotis Barkoutsos, Chiara Macchiavello +3
Artificial intelligence algorithms largely build on multi-layered neural networks. Coping with their increasing complexity and memory requirements calls for a paradigmatic change i…
Efficient accessible bounds to the classical capacity of quantum channels
Chiara Macchiavello, Massimiliano F. Sacchi
We present a method to detect lower bounds to the classical capacity of quantum communication channels by means of few local measurements (i.e. without complete process tomography)…
Optimal entanglement witnesses from limited local measurements
Alberto Riccardi, Dariusz Chruściński, Chiara Macchiavello
We address the problem of optimising entanglement witnesses when a limited fixed set of local measurements can be performed on a bipartite system, thus providing a procedure, feasi…