Stefano Mangini

Quantum computing models for artificial neural networks

Stefano Mangini, Francesco Tacchino, Dario Gerace et al. · Europhysics Letters (EPL) · 2021 · 115 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

The Dawn of Quantum Natural Language Processing

R. Di Sipio, Jia-Hong Huang, Samuel Yen-Chi Chen et al. · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) · 2022 · 112 citations · Full text

Computing, Computer Science, Machine Learning +15

Robustness of quantum reinforcement learning under hardware errors

Andrea Skolik, Stefano Mangini, Thomas Bäck et al. · EPJ Quantum Technology · 2023 · 30 citations · Full text

Computing, Computer Science, Physics +17

Entanglement entropy production in Quantum Neural Networks

Marco Ballarin, Stefano Mangini, Simone Montangero et al. · Quantum · 2023 · 28 citations · Full text

Computing, Computer Science, Physics +17

Quantum neural network autoencoder and classifier applied to an industrial case study

Stefano Mangini, Alessia Marruzzo, M. Piantanida et al. · arXiv (Cornell University) · 2022 · 27 citations · Full text

Computing, Computer Engineering, Computer Science +16