Structure-function models of temporal, spatial, and spectral characteristics of non-invasive whole brain functional imaging

We review recent advances in using mathematical models of the relationship between the brain structure and function that capture features of brain dynamics. We argue the need for models that can jointly capture temporal, spatial, and spectral features of brain functional activity. We present recent...

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Detalles Bibliográficos
Autores principales: Raj, Ashish, Verma, Parul, Nagarajan, Srikantan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9468900/
https://www.ncbi.nlm.nih.gov/pubmed/36110093
http://dx.doi.org/10.3389/fnins.2022.959557
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author Raj, Ashish
Verma, Parul
Nagarajan, Srikantan
author_facet Raj, Ashish
Verma, Parul
Nagarajan, Srikantan
author_sort Raj, Ashish
collection PubMed
description We review recent advances in using mathematical models of the relationship between the brain structure and function that capture features of brain dynamics. We argue the need for models that can jointly capture temporal, spatial, and spectral features of brain functional activity. We present recent work on spectral graph theory based models that can accurately capture spectral as well as spatial patterns across multiple frequencies in MEG reconstructions.
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spelling pubmed-94689002022-09-14 Structure-function models of temporal, spatial, and spectral characteristics of non-invasive whole brain functional imaging Raj, Ashish Verma, Parul Nagarajan, Srikantan Front Neurosci Neuroscience We review recent advances in using mathematical models of the relationship between the brain structure and function that capture features of brain dynamics. We argue the need for models that can jointly capture temporal, spatial, and spectral features of brain functional activity. We present recent work on spectral graph theory based models that can accurately capture spectral as well as spatial patterns across multiple frequencies in MEG reconstructions. Frontiers Media S.A. 2022-08-30 /pmc/articles/PMC9468900/ /pubmed/36110093 http://dx.doi.org/10.3389/fnins.2022.959557 Text en Copyright © 2022 Raj, Verma and Nagarajan. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Raj, Ashish
Verma, Parul
Nagarajan, Srikantan
Structure-function models of temporal, spatial, and spectral characteristics of non-invasive whole brain functional imaging
title Structure-function models of temporal, spatial, and spectral characteristics of non-invasive whole brain functional imaging
title_full Structure-function models of temporal, spatial, and spectral characteristics of non-invasive whole brain functional imaging
title_fullStr Structure-function models of temporal, spatial, and spectral characteristics of non-invasive whole brain functional imaging
title_full_unstemmed Structure-function models of temporal, spatial, and spectral characteristics of non-invasive whole brain functional imaging
title_short Structure-function models of temporal, spatial, and spectral characteristics of non-invasive whole brain functional imaging
title_sort structure-function models of temporal, spatial, and spectral characteristics of non-invasive whole brain functional imaging
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9468900/
https://www.ncbi.nlm.nih.gov/pubmed/36110093
http://dx.doi.org/10.3389/fnins.2022.959557
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