Search Results for author: Giuseppe E. Santoro

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Quantum Approximate Optimization Algorithm applied to the binary perceptron

no code implementations19 Dec 2021 Pietro Torta, Glen B. Mbeng, Carlo Baldassi, Riccardo Zecchina, Giuseppe E. Santoro

We apply digitized Quantum Annealing (QA) and Quantum Approximate Optimization Algorithm (QAOA) to a paradigmatic task of supervised learning in artificial neural networks: the optimization of synaptic weights for the binary perceptron.

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