Role of EEG delta and beta oscillations during problem solving tasks

N. Roslan, H. Amin, L. I. Izhar, M. Saad, S. Sivapalan
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引用次数: 2

Abstract

Problem solving is one of the higher-order thinking skills that have been studied by many researchers using Electroencephalography (EEG) brain signals. This paper concentrates on specific neural oscillations that can be observed in EEG signals which are delta (1.0–4.0 Hz) and beta (12.0–25.0 Hz) during problem solving task. Our aim is to investigate the role of the delta and beta neural oscillations during problem solving task at cortical area as compared to resting state (i.e. eyes open) using EEG. Eight volunteered healthy right-handed male students were recruited in this study. EEG 128-channel Hydro-Cel Geodesic (EGI Inc.) system was used in this study for data collection, but only 19 channels were used for data analysis. EEG recordings were taken during problem solving task (i.e. Raven's Advanced Progressive Matric (RAPM)) and during resting state (eyes open). Results showed that delta was significantly higher in almost all brain region and beta was significantly higher at prefrontal region only. Since we aim to investigate the role of delta and beta oscillation during problem solving, further investigation needs to be done with greater number of subjects in order to have more significant result to support this study. Further investigation could also help in finding quantitative indicators for intelligent assessment using brain signals.
在解决问题过程中脑电图δ和β振荡的作用
解决问题是高阶思维能力之一,许多研究者利用脑电图(EEG)对其进行了研究。本文主要研究了在解决问题过程中可以观察到的δ (1.0-4.0 Hz)和β (12.0-25.0 Hz)脑电图信号中的特定神经振荡。我们的目的是利用脑电图研究在解决问题的任务中,与静息状态(即睁开眼睛)相比,皮层区δ和β神经振荡的作用。本研究招募了8名健康的右撇子男生志愿者。本研究使用EEG 128通道Hydro-Cel Geodesic (EGI Inc.)系统进行数据采集,但仅使用19通道进行数据分析。在问题解决任务(即Raven’s Advanced Progressive matrix, RAPM)和静息状态(睁眼)时采集脑电图记录。结果表明,δ在几乎所有脑区均显著升高,而β仅在前额叶区显著升高。由于我们的目的是研究delta和beta振荡在问题解决过程中的作用,因此需要更多的被试进行进一步的研究,以获得更显著的结果来支持本研究。进一步的研究还可以帮助找到利用大脑信号进行智力评估的定量指标。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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