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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2013
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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. |
format | Online Article Text |
id | pubmed-3852151 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT dumaolin measuringmemorywiththeorderoffractionalderivative AT wangzaihua measuringmemorywiththeorderoffractionalderivative AT huhaiyan measuringmemorywiththeorderoffractionalderivative |