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quant-ph2022★ 11 cited
Optimal storage capacity of quantum Hopfield neural networks
Lukas Bödeker, Eliana Fiorelli, Markus Müller
Quantum neural networks form one pillar of the emergent field of quantum machine learning. Here, quantum generalisations of classical networks realizing associative memories - capa…
quant-ph2022★ 4 cited
Stochastic entropy production: Fluctuation relation and irreversibility mitigation in non-unital quantum dynamics
Eliana Fiorelli, Stefano Gherardini, Stefano Marcantoni
In this work, we study the stochastic entropy production in open quantum systems whose time evolution is described by a class of non-unital quantum maps. In particular, as in [Phys…