Experimental demonstration of quantum learning speedup with classical input data
Sign Up to like & getrecommendations! Published in 2019 at "Physical Review A"
DOI: 10.1103/physreva.99.012313
Abstract: We consider quantum-classical hybrid machine learning in which large-scale input channels remain classical and small-scale working channels process quantum operations conditioned on classical input data. This does not require the conversion of classical (big) data… read more here.
Keywords: input; classical input; machine; input data ... See more keywords
Quantum Optimization and Quantum Learning: A Survey
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Access"
DOI: 10.1109/access.2020.2970105
Abstract: Quantum mechanism, which has received widespread attention, is in continuous evolution rapidly. The powerful computing power and high parallel ability of quantum mechanism equip the quantum field with broad application scenarios and brand-new vitality. Inspired… read more here.
Keywords: optimization quantum; quantum mechanism; quantum optimization; quantum learning ... See more keywords
Quantum learning unravels quantum system.
Sign Up to like & getrecommendations! Published in 2022 at "Science"
DOI: 10.1126/science.abp9885
Abstract: A quantum computer has a decisive advantage in analyzing quantum experiment results. read more here.
Keywords: unravels quantum; quantum; learning unravels; quantum learning ... See more keywords