54 citations · 56 across the 3 of their papers we have counts for
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Quantum machine learning via continuous-variable cluster states and teleportation
Jorge García-Beni, Iris Paparelle, Valentina Parigi +3
A new approach suitable for distributed quantum machine learning and exhibiting memory is proposed for a photonic platform. This measurement-based quantum reservoir computing takes…
Neural networks with quantum states of light
Adrià Labay-Mora, Jorge García-Beni, Gian Luca Giorgi +2
Quantum optical networks are instrumental to address fundamental questions and enable applications ranging from communication to computation and, more recently, machine learning. I…
Scalable photonic platform for real-time quantum reservoir computing
Jorge García-Beni, Gian Luca Giorgi, Miguel C. Soriano +1
Quantum Reservoir Computing (QRC) exploits the information processing capabilities of quantum systems to solve non-trivial temporal tasks, improving over their classical counterpar…