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Variational quantum support vector machine based on [Formula: see text] matrix expansion and variational universal-quantum-state generator
We analyze a binary classification problem by using a support vector machine based on variational quantum-circuit model. We propose to solve a linear equation of the support vector machine by using a [Formula: see text] matrix expansion. In addition, it is shown that an arbitrary quantum state is pr...
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Nature Publishing Group UK
2022
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9042879/ https://www.ncbi.nlm.nih.gov/pubmed/35474101 http://dx.doi.org/10.1038/s41598-022-10677-z |