A complete restricted Boltzmann machine on an adiabatic quantum computer

DOI10.1142/S0219749921410033OpenAlexW3194323641MaRDI QIDQ5159120

Enrico Prati, Lorenzo Rocutto

Publication date: 26 October 2021

Published in: International Journal of Quantum Information (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1142/s0219749921410033

zbMATH Keywords

restricted Boltzmann machineadiabatic quantum computerquantum artificial intelligencequantum restricted Boltzmann machine

Mathematics Subject Classification ID

Quantum theory (81-XX)

Cites Work

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• Efficiently embedding QUBO problems on adiabatic quantum computers
• Synchronous Boltzmann machines can be universal approximators
• Training Products of Experts by Minimizing Contrastive Divergence
• Mathematical foundation of quantum annealing
• Cooling Schedules for Optimal Annealing

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