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Online quantum time series processing with random oscillator networks

Reservoir computing is a powerful machine learning paradigm for online time series processing. It has reached state-of-the-art performance in tasks such as chaotic time series prediction and continuous speech recognition thanks to its unique combination of high computational power and low training c...

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Detalles Bibliográficos
Autor principal: Nokkala, Johannes
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10175294/
https://www.ncbi.nlm.nih.gov/pubmed/37169824
http://dx.doi.org/10.1038/s41598-023-34811-7