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Optimizing a quantum reservoir computer for time series prediction

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 solving of temporal machine learning tasks such as speech recognit...

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Bibliografiske detaljer
Udgivet i:Sci Rep
Main Authors: Kutvonen, Aki, Fujii, Keisuke, Sagawa, Takahiro
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7477271/
https://ncbi.nlm.nih.gov/pubmed/32895412
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-71673-9
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