Psychology, Worcester State University, Worcester, USA; Psychology, University of Nevada, Reno, USA; Psychology, College of the Holy Cross, Worcester, USA.
Psychology, University of Nevada, Reno, USA.
Neuropsychologia. 2019 Jan;122:1-10. doi: 10.1016/j.neuropsychologia.2018.12.005. Epub 2018 Dec 6.
Using stimuli from different categories may expand the capacity limits of working memory (WM) by spreading item representations across distinct neural populations. We explored this mixed-category benefit by correlating individuals' behavioral performance with fMRI measures of category information during uniform- and mixed-category trials. Behaviorally, we found weak evidence for a mixed-category benefit at the group-level, although there was a high degree of individual variability. To test whether distinct neural patterns elicited superior performance in some individuals, we correlated a multivariate measure of neural category information with multiple behavioral metrics. This revealed a widespread positive relationship, intuitive for hit rate and working memory capacity, but counterintuitive for false alarm rate. Overall, these data suggest that mixed-category effects may support working memory performance, but unexpectedly, not all participants show this benefit. Only some people may be able to take advantage of representing mixed-category information in a differentiable way.
使用来自不同类别的刺激物可以通过将项目表示分布在不同的神经群体中来扩展工作记忆 (WM) 的容量限制。我们通过在均匀类别和混合类别试验期间将个体的行为表现与 fMRI 测量的类别信息相关联来探索这种混合类别优势。在行为上,尽管存在高度的个体变异性,但我们在群体水平上发现了混合类别优势的微弱证据。为了测试不同的神经模式是否在某些个体中产生了更好的表现,我们将神经类别信息的多元测量与多个行为指标相关联。这揭示了一种广泛的正相关关系,对于击中率和工作记忆容量来说是直观的,但对于虚报率来说是违反直觉的。总体而言,这些数据表明混合类别效应可能支持工作记忆表现,但出乎意料的是,并非所有参与者都能从中受益。只有一些人可能能够以可区分的方式利用混合类别信息。