A dissipative quantum reservoir for microwave light using a mechanical oscillator
Sign Up to like & getrecommendations! Published in 2017 at "Nature Physics"
DOI: 10.1038/nphys4121
Abstract: This work was funded by the SNF, the NCCR Quantum Science and Technology (QSIT), and the European Union Seventh Framework Program through iQUOEMS (grant no. 323924). L.D.T. is supported by Marie Curie ITN cQOM (grant… read more here.
Keywords: microwave light; quantum; reservoir microwave; physics ... See more keywords
Quantum reservoir processing
Sign Up to like & getrecommendations! Published in 2019 at "npj Quantum Information"
DOI: 10.1038/s41534-019-0149-8
Abstract: The concurrent rise of artificial intelligence and quantum information poses an opportunity for creating interdisciplinary technologies like quantum neural networks. Quantum reservoir processing, introduced here, is a platform for quantum information processing developed on the… read more here.
Keywords: quantum; reservoir processing; reservoir; quantum information ... See more keywords
Optimizing a quantum reservoir computer for time series prediction
Sign Up to like & getrecommendations! Published in 2020 at "Scientific Reports"
DOI: 10.1038/s41598-020-71673-9
Abstract: Quantum computing and neural networks show great promise for the future of information processing. In this paper we study a quantum reservoir computer (QRC), a framework harnessing quantum dynamics and designed for fast and efficient… read more here.
Keywords: reservoir computer; quantum reservoir; time series;
Optimal quantum reservoir computing for the noisy intermediate-scale quantum era.
Sign Up to like & getrecommendations! Published in 2022 at "Physical review. E"
DOI: 10.1103/physreve.106.l043301
Abstract: Universal fault-tolerant quantum computers require millions of qubits with low error rates. Since this technology is years ahead, noisy intermediate-scale quantum (NISQ) computation is receiving tremendous interest. In this setup, quantum reservoir computing is a… read more here.
Keywords: quantum reservoir; quantum; noisy intermediate; intermediate scale ... See more keywords