Search Results for author: Chiara Macchiavello

Found 3 papers, 1 papers with code

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

no code implementations9 May 2022 Stefano Mangini, Alessia Marruzzo, Marco Piantanida, Dario Gerace, Daniele Bajoni, Chiara Macchiavello

Quantum computing technologies are in the process of moving from academic research to real industrial applications, with the first hints of quantum advantage demonstrated in recent months.

Variational learning for quantum artificial neural networks

no code implementations3 Mar 2021 Francesco Tacchino, Stefano Mangini, Panagiotis Kl. Barkoutsos, Chiara Macchiavello, Dario Gerace, Ivano Tavernelli, Daniele Bajoni

In the last few years, quantum computing and machine learning fostered rapid developments in their respective areas of application, introducing new perspectives on how information processing systems can be realized and programmed.

Quantum Physics

An Artificial Neuron Implemented on an Actual Quantum Processor

1 code implementation6 Nov 2018 Francesco Tacchino, Chiara Macchiavello, Dario Gerace, Daniele Bajoni

Artificial neural networks are the heart of machine learning algorithms and artificial intelligence protocols.

Quantum Physics

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