2 papers
quant-ph2025
Quantum reservoir computing induced by controllable damping
Emanuele Ricci, Francesco Monzani, Luca Nigro +1
Quantum reservoir computing has emerged as a promising machine learning paradigm for processing temporal data on near-term quantum devices, as it allows for exploiting the large co…
quant-ph2025
Non-unital noise in a superconducting quantum computer as a computational resource for reservoir computing
Francesco Monzani, Emanuele Ricci, Luca Nigro +1
We identify a noise model that ensures the functioning of an echo state network employing a gate-based quantum computer for reservoir computing applications. Energy dissipation ind…