Stefano Mangini

The Dawn of Quantum Natural Language Processing pdf

Marcel Worring, Riccardo Di Sipio, Jia-Hong Huang, 2021, ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Quantum computing models for artificial neural networks

C. Macchiavello, D. Bajoni, S. Mangini, 2021, EPL (Europhysics Letters).

Robustness of quantum reinforcement learning under hardware errors

Thomas Bäck, V. Dunjko, C. Macchiavello, 2022, EPJ Quantum Technology.

Entanglement entropy production in Quantum Neural Networks

C. Macchiavello, S. Montangero, S. Mangini, 2022, Quantum.

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

C. Macchiavello, D. Bajoni, S. Mangini, 2022, Quantum Machine Intelligence.

Quantum variational learning for entanglement witnessing

C. Macchiavello, D. Bajoni, S. Mangini, 2022, 2022 International Joint Conference on Neural Networks (IJCNN).

Variational Learning for Quantum Artificial Neural Networks

C. Macchiavello, P. Barkoutsos, I. Tavernelli, 2021, IEEE Transactions on Quantum Engineering.

Quantum computing model of an artificial neuron with continuously valued input data

Chiara Macchiavello, Francesco Tacchino, Daniele Bajoni, 2020, Mach. Learn. Sci. Technol..

Qubit noise deconvolution

C. Macchiavello, L. Maccone, S. Mangini, 2021, EPJ Quantum Technology.