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Spatiotemporal dynamics of working memory under the influence of emotions based on EEG

机译:基于脑电图的情绪影响下工作记忆的时空动态

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摘要

Objective. Previous studies have reported that working memory (WM) may be affected byemotions and that the effect may exist in different stages of WM. However, at present it remainscontroversial whether emotions inhibit or facilitate WM, and how the mechanism of dynamicinformation transmission in the brain during WM is affected by emotions. Approach. In this study,we used a video database to induce three emotions (negative, neutral, and positive) and adopted achange detection paradigm based on electroencephalography. Event-related potential (ERP)analysis, event-related spectral perturbation analysis, source location analysis based on the dipolelocalization method and the distributed source localization method, and effective connectivityanalysis were performed. Main results. Both behavioral and ERP results suggest that positiveemotions have no significant effect on WM capacity, while negative emotions could facilitate WMcapacity. Furthermore, the effective connectivity results based on two source location methodssuggest that the long-range connectivity between the frontal and posterior areas can reflect theinfluence of positive and negative emotions on the WM network, in which the connectivity underthe positive emotion condition occurs in the earlier period of WM maintenance, while theconnectivity under the negative emotion condition occurs in the later period of WM maintenance.Significance. The consistency of the behavioral, ERP, and effective connectivity results suggests thatunder the negative emotion condition, the top-down attention modulation between thefrontoparietal area and posterior area could promote the most relevant information storage duringWM maintenance.
机译:目的。先前的研究报告说,工作记忆(WM)可能会受到情绪的影响,并且这种影响可能存在于WM的不同阶段。但是,目前尚不清楚是否情绪抑制或促进WM,以及WM期间大脑中动态信息传递的机制如何受情绪影响。方法。在这项研究中,我们使用视频数据库来诱发三种情绪(负性,中性和正性),并采用基于脑电图的变化检测范例。进行了事件相关电位(ERP)分析,事件相关频谱扰动分析,基于偶极子定位方法和分布式源定位方法的源位置分析以及有效的连通性分析。主要结果。行为和ERP结果均表明,积极情绪对WM能力没有显着影响,而消极情绪可以促进WM能力。此外,基于两种信源定位方法的有效连通性结果表明,前后区域之间的远程连通性可以反映出正面和负面情绪对WM网络的影响,其中正面情绪条件下的连通性发生在较早时期在WM维护的后期,会出现负面情绪条件下的连通性。行为,ERP和有效连通性结果的一致性表明,在负性情绪条件下,额叶前额区和后区之间的自上而下的注意力调节可以促进WM维护期间最相关的信息存储。

著录项

  • 来源
    《Journal of neural engineering》 |2020年第2期|026039.1-026039.15|共15页
  • 作者单位

    College of Intelligence and Computing Tianjin Key Laboratory of Cognitive Computing and Application Tianjin University Tianjin 300350 People’s Republic of China;

    School of Computer and Communication Engineering University of Science and Technology Beijing Beijing 100083 People’s Republic of China;

    Department of Biomedical Engineering School of Medicine Tsinghua University Beijing 100084 People’s Republic of China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    emotion; WM capacity; source location; effective connectivity; ERP; ERSP;

    机译:情感;仓库容量;源位置;有效的连接;ERP;企业资源计划;

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