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Applying principal components analysis to event-related potentials: a tutorial.将主成分分析应用于事件相关电位:教程
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Age-related frontoparietal changes during the control of bottom-up and top-down attention: an ERP study.年龄相关的额顶叶变化在控制自下而上和自上而下的注意力过程中:一项 ERP 研究。
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Effects of aging on habituation to novelty: an ERP study.老化对新奇适应的影响:一项 ERP 研究。
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Does compensatory neural activity survive old-old age?代偿性神经活动能在高龄老人中存活吗?
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Mechanisms underlying age- and performance-related differences in working memory.工作记忆中与年龄和表现相关的差异的潜在机制。
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Evaluating two-step PCA of ERP data with Geomin, Infomax, Oblimin, Promax, and Varimax rotations.评估使用 Geomin、Infomax、Oblimin、Promax 和 Varimax 旋转的 ERP 数据两步主成分分析。
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The influence of age and individual differences in executive function on stimulus processing in the oddball task.执行功能的年龄和个体差异对“Oddball 任务”中刺激处理的影响。
Cortex. 2010 Apr;46(4):550-63. doi: 10.1016/j.cortex.2009.08.001. Epub 2009 Aug 13.

使用主成分分析研究P3b成分头皮分布中与年龄相关的“前向移位”。

Investigating the age-related "anterior shift" in the scalp distribution of the P3b component using principal component analysis.

作者信息

Alperin Brittany R, Mott Katherine K, Rentz Dorene M, Holcomb Phillip J, Daffner Kirk R

机构信息

Center for Brain/Mind Medicine, Division of Cognitive and Behavioral Neurology, Department of Neurology, Brigham, Women's Hospital, Harvard Medical School, Boston, Massachusetts, USA.

出版信息

Psychophysiology. 2014 Jul;51(7):620-33. doi: 10.1111/psyp.12206. Epub 2014 Mar 24.

DOI:10.1111/psyp.12206
PMID:24660980
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4630002/
Abstract

An age-related "anterior shift" in the distribution of the P3b is often reported. Temporospatial principal component analysis (PCA) was used to investigate the basis of this observation. ERPs were measured in young and old adults during a visual oddball task. PCA revealed two spatially distinct factors in both age groups, identified as the posterior P3b and anterior P3a. Young subjects generated a smaller P3a than P3b, while old subjects generated a P3a that did not differ in amplitude from their P3b. Rather than having a more anteriorly distributed P3b, old subjects produced a large, temporally overlapping P3a. The pattern of the age-related "anterior shift" in the P3 was similar for target and standard stimuli. The increase in the P3a in elderly adults may not represent a failure to habituate the novelty response, but may reflect greater reliance on executive control operations (P3a) to carry out the categorization/updating process (P3b).

摘要

经常有报道称,P3b分布存在与年龄相关的“前移”现象。采用颞空间主成分分析(PCA)来探究这一观察结果的依据。在年轻和老年成年人进行视觉Oddball任务期间测量了事件相关电位(ERP)。PCA在两个年龄组中均揭示了两个空间上不同的因素,分别确定为后部P3b和前部P3a。年轻受试者产生的P3a比P3b小,而老年受试者产生的P3a在幅度上与其P3b没有差异。老年受试者并非具有更靠前分布的P3b,而是产生了一个大的、时间上重叠的P3a。对于目标刺激和标准刺激,P3中与年龄相关的“前移”模式是相似的。老年人P3a的增加可能并不代表对新奇反应的习惯化失败,而是可能反映出在执行分类/更新过程(P3b)时对执行控制操作(P3a)的更大依赖。