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Decoding Individual Episodic Memory Traces in the Human Hippocampus

In recent years, multivariate pattern analyses have been performed on functional magnetic resonance imaging (fMRI) data, permitting prediction of mental states from local patterns of blood oxygen-level-dependent (BOLD) signal across voxels [1, 2]. We previously demonstrated that it is possible to pr...

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Detalles Bibliográficos
Autores principales: Chadwick, Martin J., Hassabis, Demis, Weiskopf, Nikolaus, Maguire, Eleanor A.
Formato: Texto
Lenguaje:English
Publicado: Cell Press 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2849012/
https://www.ncbi.nlm.nih.gov/pubmed/20226665
http://dx.doi.org/10.1016/j.cub.2010.01.053
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author Chadwick, Martin J.
Hassabis, Demis
Weiskopf, Nikolaus
Maguire, Eleanor A.
author_facet Chadwick, Martin J.
Hassabis, Demis
Weiskopf, Nikolaus
Maguire, Eleanor A.
author_sort Chadwick, Martin J.
collection PubMed
description In recent years, multivariate pattern analyses have been performed on functional magnetic resonance imaging (fMRI) data, permitting prediction of mental states from local patterns of blood oxygen-level-dependent (BOLD) signal across voxels [1, 2]. We previously demonstrated that it is possible to predict the position of individuals in a virtual-reality environment from the pattern of activity across voxels in the hippocampus [3]. Although this shows that spatial memories can be decoded, substantially more challenging, and arguably only possible to investigate in humans [4], is whether it is feasible to predict which complex everyday experience, or episodic memory, a person is recalling. Here we document for the first time that traces of individual rich episodic memories are detectable and distinguishable solely from the pattern of fMRI BOLD signals across voxels in the human hippocampus. In so doing, we uncovered a possible functional topography in the hippocampus, with preferential episodic processing by some hippocampal regions over others. Moreover, our results imply that the neuronal traces of episodic memories are stable (and thus predictable) even over many re-activations. Finally, our data provide further evidence for functional differentiation within the medial temporal lobe, in that we show the hippocampus contains significantly more episodic information than adjacent structures.
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spelling pubmed-28490122010-04-21 Decoding Individual Episodic Memory Traces in the Human Hippocampus Chadwick, Martin J. Hassabis, Demis Weiskopf, Nikolaus Maguire, Eleanor A. Curr Biol Report In recent years, multivariate pattern analyses have been performed on functional magnetic resonance imaging (fMRI) data, permitting prediction of mental states from local patterns of blood oxygen-level-dependent (BOLD) signal across voxels [1, 2]. We previously demonstrated that it is possible to predict the position of individuals in a virtual-reality environment from the pattern of activity across voxels in the hippocampus [3]. Although this shows that spatial memories can be decoded, substantially more challenging, and arguably only possible to investigate in humans [4], is whether it is feasible to predict which complex everyday experience, or episodic memory, a person is recalling. Here we document for the first time that traces of individual rich episodic memories are detectable and distinguishable solely from the pattern of fMRI BOLD signals across voxels in the human hippocampus. In so doing, we uncovered a possible functional topography in the hippocampus, with preferential episodic processing by some hippocampal regions over others. Moreover, our results imply that the neuronal traces of episodic memories are stable (and thus predictable) even over many re-activations. Finally, our data provide further evidence for functional differentiation within the medial temporal lobe, in that we show the hippocampus contains significantly more episodic information than adjacent structures. Cell Press 2010-03-23 /pmc/articles/PMC2849012/ /pubmed/20226665 http://dx.doi.org/10.1016/j.cub.2010.01.053 Text en © 2010 ELL & Excerpta Medica. https://creativecommons.org/licenses/by/3.0/ Open Access under CC BY 3.0 (https://creativecommons.org/licenses/by/3.0/) license
spellingShingle Report
Chadwick, Martin J.
Hassabis, Demis
Weiskopf, Nikolaus
Maguire, Eleanor A.
Decoding Individual Episodic Memory Traces in the Human Hippocampus
title Decoding Individual Episodic Memory Traces in the Human Hippocampus
title_full Decoding Individual Episodic Memory Traces in the Human Hippocampus
title_fullStr Decoding Individual Episodic Memory Traces in the Human Hippocampus
title_full_unstemmed Decoding Individual Episodic Memory Traces in the Human Hippocampus
title_short Decoding Individual Episodic Memory Traces in the Human Hippocampus
title_sort decoding individual episodic memory traces in the human hippocampus
topic Report
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2849012/
https://www.ncbi.nlm.nih.gov/pubmed/20226665
http://dx.doi.org/10.1016/j.cub.2010.01.053
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