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在学习任务中与货币收益和损失信号相关的 EEG 振荡活动:注意力冲动性和学习能力的影响。

EEG oscillatory activity associated to monetary gain and loss signals in a learning task: effects of attentional impulsivity and learning ability.

机构信息

Department of Psychology La Sapienza University of Rome, Italy.

出版信息

Int J Psychophysiol. 2012 Jul;85(1):68-78. doi: 10.1016/j.ijpsycho.2011.06.005. Epub 2011 Jun 24.

DOI:10.1016/j.ijpsycho.2011.06.005
PMID:21704660
Abstract

This study investigated the influence of individual differences in attentional impulsivity (Att-Imp), learning ability, and learning practice on oscillatory activity and phase synchrony responses to monetary gain and loss signals during an instrumental-learning task in healthy women. We used a trial-by-trial wavelet-based time-frequency analysis of the electroencephalographic (EEG) signal to provide amplitude and inter-site phase synchrony measures from 30 electrodes in theta (4-8 Hz, 350-500 ms), alpha (8-12 Hz, 100-200 ms), beta (13-25 Hz, 100-200 ms), and gamma (30-40 Hz, 350-450 ms) time-frequency ranges. Oscillatory amplitude and inter-site phase synchrony were both greater following loss signals as compared to gain signals in theta, beta, and gamma frequency bands. Low Att-Imp subjects had higher theta activity within a 350-500 ms time window over frontocentral, and centroparietal sites than high Att-Imp subjects. Monetary gain signals elicited higher theta and gamma activities in high Att-Imp individuals and loss signals elicited higher activities to loss signals in low Att-Imp individuals. Good learners showed enhanced intrahemispheric theta synchrony between frontoparietal, and fronto-occipital sites to monetary loss compared to gain signals. In good learners, monetary loss produced an increase of gamma synchrony that enhanced in the second stage of learning. In low Att-Imp individuals, there was a reduction of theta synchrony during the second stage, as compared with the first stage of learning, between temporal, parietal and fronto-parietal brain regions. These findings may offer valuable clues to understand outcome processing, attentional impulsivity, and learning ability. We propose that the punishment-related theta and gamma waves play a leading role in learning process.

摘要

这项研究调查了注意力冲动性(Att-Imp)、学习能力和学习实践个体差异对健康女性在工具性学习任务中对金钱得失信号的振荡活动和相位同步反应的影响。我们使用基于试次的脑电图(EEG)信号的小波时频分析,提供了 30 个电极的幅度和站点间相位同步测量值,在 theta(4-8 Hz,350-500 ms)、alpha(8-12 Hz,100-200 ms)、beta(13-25 Hz,100-200 ms)和 gamma(30-40 Hz,350-450 ms)时频范围内。与获得信号相比,theta、beta 和 gamma 频段的损失信号引起更大的振荡幅度和站点间相位同步。低注意力冲动性受试者在前额中央和中央顶叶区域的 350-500 ms 时间窗口内的 theta 活动高于高注意力冲动性受试者。高注意力冲动性个体的获得信号引起更高的 theta 和 gamma 活动,而低注意力冲动性个体的损失信号引起更高的损失信号活动。与获得信号相比,良好学习者在对金钱损失的反应中表现出增强的额顶和额枕叶之间的半球内 theta 同步性。在良好学习者中,与学习的第一阶段相比,金钱损失导致第二阶段 gamma 同步性增加。与学习的第一阶段相比,在低注意力冲动性个体中,在第二阶段,颞叶、顶叶和额顶叶脑区之间的 theta 同步性减少。这些发现可能为理解结果处理、注意力冲动性和学习能力提供有价值的线索。我们提出与惩罚相关的 theta 和 gamma 波在学习过程中起主导作用。

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