Literature DB >> 35189773

Age-related neural dedifferentiation for individual stimuli: an across-participant pattern similarity analysis.

Joshua D Koen1.   

Abstract

Age-related neural dedifferentiation - reductions in the regional specificity and precision of neural representations - is proposed to compromise the ability of older adults to form sufficiently distinct neural representations to support episodic memory encoding. The computational model that spurred investigations of age-related neural dedifferentiation initially characterized this phenomenon as a reduction in the specificity of neural patterns for individual items or stimuli. Most investigations have focused on reductions in neural differentiation for patterns of neural activity associated with category-level information, such as reduced neural selectivity between categories of visual stimuli (e.g., scenes, objects, and faces). Here, I report a novel across-participant pattern similarity analysis method to measure neural distinctiveness for individual stimuli that were presented to participants on a single occasion. Measures of item-level pattern similarity during encoding showed a graded positive subsequent memory effect in younger, with no significant subsequent memory effect in older adults. These results suggest that age-related reductions in the distinctiveness of neural patterns for individual stimuli during age differences in memory encoding. Moreover, a measure of category-level similarity demonstrated a significant subsequent memory effect associated with item recognition (regardless of an object source memory detail), whereas the effect in older was associated with source memory. These results converge with predictions of computational models of dedifferentiation showing age-related reductions in the distinctiveness of neural patterns across multiple levels of representation.

Entities:  

Keywords:  Neural selectivity; cognitive aging; memory encoding; pattern similarity analysis; recognition memory

Mesh:

Year:  2022        PMID: 35189773      PMCID: PMC8960356          DOI: 10.1080/13825585.2022.2040411

Source DB:  PubMed          Journal:  Neuropsychol Dev Cogn B Aging Neuropsychol Cogn        ISSN: 1382-5585


  58 in total

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Review 2.  The neural basis of object perception.

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Authors:  Denise C Park; Thad A Polk; Rob Park; Meredith Minear; Anna Savage; Mason R Smith
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4.  Decreased neural specialization in old adults on a working memory task.

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5.  Trajectories of normal cognitive aging.

Authors:  Timothy A Salthouse
Journal:  Psychol Aging       Date:  2018-09-13

6.  Differential effects of aging on memory for content and context: a meta-analysis.

Authors:  W D Spencer; N Raz
Journal:  Psychol Aging       Date:  1995-12

Review 7.  The effects of healthy aging, amnestic mild cognitive impairment, and Alzheimer's disease on recollection and familiarity: a meta-analytic review.

Authors:  Joshua D Koen; Andrew P Yonelinas
Journal:  Neuropsychol Rev       Date:  2014-08-15       Impact factor: 7.444

8.  Effects of age on across-participant variability of cortical reinstatement effects.

Authors:  Preston P Thakral; Tracy H Wang; Michael D Rugg
Journal:  Neuroimage       Date:  2019-02-05       Impact factor: 6.556

9.  Age differences in the neural correlates of the specificity of recollection: An event-related potential study.

Authors:  Erin D Horne; Joshua D Koen; Nedra Hauck; Michael D Rugg
Journal:  Neuropsychologia       Date:  2020-02-13       Impact factor: 3.139

10.  Neural Differentiation is Moderated by Age in Scene-Selective, But Not Face-Selective, Cortical Regions.

Authors:  Sabina Srokova; Paul F Hill; Joshua D Koen; Danielle R King; Michael D Rugg
Journal:  eNeuro       Date:  2020-05-21
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