A space–time tradeoff for implementing a function with master equation dynamics

Deterministic maps from initial to final states can always be modelled using the master equation formalism, provided additional “hidden” states are available. Here, the authors demonstrate a tradeoff between the required number of such states and the number of required, suitably defined “hidden time...

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Detalles Bibliográficos
Autores principales:	David H. Wolpert, Artemy Kolchinsky, Jeremy A. Owen
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2019
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/7ec3bcf0a87d44bbaa43547c8d79fd32
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spelling	oai:doaj.org-article:7ec3bcf0a87d44bbaa43547c8d79fd322021-12-02T15:35:27ZA space–time tradeoff for implementing a function with master equation dynamics10.1038/s41467-019-09542-x2041-1723https://doaj.org/article/7ec3bcf0a87d44bbaa43547c8d79fd322019-04-01T00:00:00Zhttps://doi.org/10.1038/s41467-019-09542-xhttps://doaj.org/toc/2041-1723Deterministic maps from initial to final states can always be modelled using the master equation formalism, provided additional “hidden” states are available. Here, the authors demonstrate a tradeoff between the required number of such states and the number of required, suitably defined “hidden time steps”.David H. WolpertArtemy KolchinskyJeremy A. OwenNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-9 (2019)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q David H. Wolpert Artemy Kolchinsky Jeremy A. Owen A space–time tradeoff for implementing a function with master equation dynamics
description	Deterministic maps from initial to final states can always be modelled using the master equation formalism, provided additional “hidden” states are available. Here, the authors demonstrate a tradeoff between the required number of such states and the number of required, suitably defined “hidden time steps”.
format	article
author	David H. Wolpert Artemy Kolchinsky Jeremy A. Owen
author_facet	David H. Wolpert Artemy Kolchinsky Jeremy A. Owen
author_sort	David H. Wolpert
title	A space–time tradeoff for implementing a function with master equation dynamics
title_short	A space–time tradeoff for implementing a function with master equation dynamics
title_full	A space–time tradeoff for implementing a function with master equation dynamics
title_fullStr	A space–time tradeoff for implementing a function with master equation dynamics
title_full_unstemmed	A space–time tradeoff for implementing a function with master equation dynamics
title_sort	space–time tradeoff for implementing a function with master equation dynamics
publisher	Nature Portfolio
publishDate	2019
url	https://doaj.org/article/7ec3bcf0a87d44bbaa43547c8d79fd32
work_keys_str_mv	AT davidhwolpert aspacetimetradeoffforimplementingafunctionwithmasterequationdynamics AT artemykolchinsky aspacetimetradeoffforimplementingafunctionwithmasterequationdynamics AT jeremyaowen aspacetimetradeoffforimplementingafunctionwithmasterequationdynamics AT davidhwolpert spacetimetradeoffforimplementingafunctionwithmasterequationdynamics AT artemykolchinsky spacetimetradeoffforimplementingafunctionwithmasterequationdynamics AT jeremyaowen spacetimetradeoffforimplementingafunctionwithmasterequationdynamics
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A space–time tradeoff for implementing a function with master equation dynamics

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