Tracking Age Differences in Neural Distinctiveness across Representational Levels
Malte Kobelt1,2, Verena R Sommer1, Attila Keresztes3,4
1Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, 14195, Germany.
Older adults show reduced neural distinctiveness in both category and item representations, impacting memory performance. This age-related decline in neural specificity affects the entire brain, not just higher-level visual areas.
Area of Science:
- Neuroscience
- Cognitive Psychology
- Aging Research
Background:
- Neural distinctiveness is vital for memory, but declines with age.
- Previous research focused on age-related dedifferentiation of categorical information in higher visual areas.
- The status of age differences in item-level neural representation remained debated.
Purpose of the Study:
- To investigate age differences in neural distinctiveness at both category and item levels.
- To examine the relationship between neural distinctiveness and memory performance across age groups.
- To explore age-related changes in neural representation across the cortical hierarchy.
Main Methods:
- An age-comparative functional magnetic resonance imaging (fMRI) study.
- Participants (younger and older adults) incidentally encoded images of faces and houses.
- Analyses included univariate and whole-brain searchlight pattern similarity analyses.
Main Results:
- Older adults exhibited reduced category-selective processing in the ventral visual cortex.
- Neural representations showed impoverished item specificity in occipital regions for older adults.
- Successful memory performance correlated with high item stability, which was greater in younger adults.
Conclusions:
- Age-related neural dedifferentiation occurs at both category and item levels.
- Reduced item specificity in older adults is linked to decreased item stability across repetitions.
- Neural distinctiveness differences across representational levels contribute to memory variability in aging.
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