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Measuring memory with the order of fractional derivative

Fractional derivative has a history as long as that of classical calculus, but it is much less popular than it should be. What is the physical meaning of fractional derivative? This is still an open problem. In modeling various memory phenomena, we observe that a memory process usually consists of t...

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Detalles Bibliográficos
Autores principales: Du, Maolin, Wang, Zaihua, Hu, Haiyan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3852151/
https://www.ncbi.nlm.nih.gov/pubmed/24305503
http://dx.doi.org/10.1038/srep03431
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author Du, Maolin
Wang, Zaihua
Hu, Haiyan
author_facet Du, Maolin
Wang, Zaihua
Hu, Haiyan
author_sort Du, Maolin
collection PubMed
description Fractional derivative has a history as long as that of classical calculus, but it is much less popular than it should be. What is the physical meaning of fractional derivative? This is still an open problem. In modeling various memory phenomena, we observe that a memory process usually consists of two stages. One is short with permanent retention, and the other is governed by a simple model of fractional derivative. With the numerical least square method, we show that the fractional model perfectly fits the test data of memory phenomena in different disciplines, not only in mechanics, but also in biology and psychology. Based on this model, we find that a physical meaning of the fractional order is an index of memory.
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spelling pubmed-38521512013-12-05 Measuring memory with the order of fractional derivative Du, Maolin Wang, Zaihua Hu, Haiyan Sci Rep Article Fractional derivative has a history as long as that of classical calculus, but it is much less popular than it should be. What is the physical meaning of fractional derivative? This is still an open problem. In modeling various memory phenomena, we observe that a memory process usually consists of two stages. One is short with permanent retention, and the other is governed by a simple model of fractional derivative. With the numerical least square method, we show that the fractional model perfectly fits the test data of memory phenomena in different disciplines, not only in mechanics, but also in biology and psychology. Based on this model, we find that a physical meaning of the fractional order is an index of memory. Nature Publishing Group 2013-12-05 /pmc/articles/PMC3852151/ /pubmed/24305503 http://dx.doi.org/10.1038/srep03431 Text en Copyright © 2013, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-nd/3.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/3.0/
spellingShingle Article
Du, Maolin
Wang, Zaihua
Hu, Haiyan
Measuring memory with the order of fractional derivative
title Measuring memory with the order of fractional derivative
title_full Measuring memory with the order of fractional derivative
title_fullStr Measuring memory with the order of fractional derivative
title_full_unstemmed Measuring memory with the order of fractional derivative
title_short Measuring memory with the order of fractional derivative
title_sort measuring memory with the order of fractional derivative
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3852151/
https://www.ncbi.nlm.nih.gov/pubmed/24305503
http://dx.doi.org/10.1038/srep03431
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