Davide Pierangeli

Programming multi-level quantum gates in disordered computing reservoirs via machine learning

2020 · Optics Express

Novel machine learning computational tools open new perspectives for quantum information systems. Here we adopt the open-source programming library TensorFlow to design multi-level quantum gates, including a computing reservoir represented by a random unitary matrix. …

Spatial ising machines

2020

We review our results on Ising machines by spatial light modulation. We report on their performance in simulating spin glasses and solving combinatorial optimization problems. We discuss different annealing strategies and recent developments.