利用时频分析评估视觉工作记忆的脑电活动

Gökçer Eskikurt, Adil Deniz Duru, Numan Ermutlu, Ümmühan İşoğlu-Alkaç
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摘要

视觉工作记忆(VWM)是指视觉信息的临时存储。在与视觉工作记忆有关的变化检测任务中进行的电生理记录中,检测到了对侧负性慢速活动。研究发现,这种活动发生在信息被保存在记忆中的过程中,被称为对侧延迟活动。本研究利用时频分析法(离散小波变换 [DWT])评估了在变化检测任务中,VWM 保留阶段对侧和同侧反应的脑电图频率特性。共有 26 名志愿者参与了这项研究。研究人员检测了事件相关脑电位(ERPs),然后进行了时频分析。在 ERP 中发现,对侧和同侧反应之间存在统计学意义上的显著差异。DWT 显示,在 delta 和 theta 频段范围内,对侧和同侧的反应在统计学上有显著差异。当志愿者被分为高或低 VWM 容量组时,这些组之间的时频分析表明,高记忆容量组在 alpha 和 beta 频段的负系数明显更高。这项研究表明,在记忆保持阶段,δ和θ频段可能与视觉记忆保持有关,而α和β频段可能反映了个人记忆能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluation of Brain Electrical Activity of Visual Working Memory with Time-Frequency Analysis.

The term visual working memory (VWM) refers to the temporary storage of visual information. In electrophysiological recordings during the change detection task which relates to VWM, contralateral negative slow activity was detected. It was found to occur during the information is kept in memory and it was called contralateral delay activity. In this study, the characteristics of electroencephalogram frequencies of the contralateral and ipsilateral responses in the retention phase of VWM were evaluated by using time-frequency analysis (discrete wavelet transform [DWT]) in the change detection task. Twenty-six volunteers participated in the study. Event-related brain potentials (ERPs) were examined, and then a time-frequency analysis was performed. A statistically significant difference between contralateral and ipsilateral responses was found in the ERP. DWT showed a statistically significant difference between contralateral and ipsilateral responses in the delta and theta frequency bands range. When volunteers were grouped as either high or low VWM capacity the time-frequency analysis between these groups revealed that high memory capacity groups have a significantly higher negative coefficient in alpha and beta frequency bands. This study showed that during the retention phase delta and theta bands may relate to visual memory retention and alpha and beta bands may reflect individual memory capacity.

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