Contributions of Representational Distinctiveness and Stability to Memory Performance and Age Differences
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Long-standing theories of cognitive aging suggest that memory decline is associated with age-related differences in the way information is neurally represented. Multivariate pattern similarity analyses enabled researchers to take a representational perspective on brain and cognition, and allowed them to study the properties of neural representations that support successful episodic memory. Two representational properties have been identified as crucial for memory performance, namely the and the of neural representations. Here, we review studies that used multivariate analysis tools for different neuroimaging techniques to clarify how these representational properties relate to memory performance across adulthood. While most evidence on age differences in neural representations involved stimulus category information , recent studies demonstrated that particularly item-level stability and specificity of activity patterns are linked to memory success and decline during aging. Overall, multivariate methods offer a versatile tool for our understanding of age differences in the neural representations underlying memory.
Sheng J, Trelle A, Romero A, Park J, Tran T, Sha S bioRxiv. 2024; .
PMID: 39713293 PMC: 11661099. DOI: 10.1101/2024.12.04.626911.
Discrimination of semantically similar verbal memory traces is affected in healthy aging.
Ilyes A, Paulik B, Keresztes A Sci Rep. 2024; 14(1):17971.
PMID: 39095437 PMC: 11297280. DOI: 10.1038/s41598-024-68380-0.
Early visual cortices reveal interrelated item and category representations in aging.
Pauley C, Karlsson A, Sander M eNeuro. 2024; .
PMID: 38413198 PMC: 10960632. DOI: 10.1523/ENEURO.0337-23.2023.
Age differences in functional connectivity track dedifferentiation of category representations.
Pauley C, Zeithamova D, Sander M bioRxiv. 2024; .
PMID: 38260463 PMC: 10802339. DOI: 10.1101/2024.01.04.574135.
Neural distinctiveness and discriminability underlying unitization and associative memory in aging.
Steinkrauss A, Carpenter C, Tarkenton M, Overman A, Dennis N Aging Brain. 2023; 4:100097.
PMID: 37711400 PMC: 10498304. DOI: 10.1016/j.nbas.2023.100097.