Detection of Mathematical Fluency Effects on Working Memory using Near Infrared Spectroscopy

W. Ung, N. Yahya, T. Tang
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Abstract

The prefrontal cortex (PFC) not only plays a less mathematics-specific role in number processing and calculation but it is also responsible for working memory demands coping. Through functional near-infrared spectroscopy imaging, this study explored how differently the PFC of 31 subjects with contrasting mathematical fluency would respond to increasing working memory demands of mental arithmetic task. Area under the curve analyses of the oxygenated hemoglobin signals, hereinafter representing brain activation, were compared across levels and groups. Depending on task performance, the subjects were allocated to either normal performers (NP) or high performers (HP) group. Both groups showed sensitivity with regards to task performance (i.e., the number of problems attempted and accuracy) towards increasing working memory demands (level 1 to 3). With increasing task level, NP’s PFC activation increased while HP’s remained unchanged. NP also showed consistent greater PFC activation than HP in all three levels. These findings implied that the PFC plays a more auxiliary role to cope with working memory demands imposed by mental arithmetic on individuals who are less fluent in mathematics. This can potentially serve as a framework to monitor workload hemodynamics continuously and unobtrusively.
用近红外光谱检测数学流畅性对工作记忆的影响
前额叶皮层(PFC)不仅在数字处理和计算中起着不太具体的数学作用,而且还负责处理工作记忆需求。通过功能近红外光谱成像,研究了31名数学流畅性不同的被试PFC对增加的心算任务工作记忆需求的反应差异。曲线下面积分析的氧合血红蛋白信号,以下代表大脑的激活,在不同水平和组之间进行比较。根据任务表现,受试者被分配到正常表现组(NP)或高表现组(HP)。两组在任务表现(即尝试问题的数量和准确性)方面对增加工作记忆需求(第1级至第3级)都表现出敏感性。随着任务水平的增加,NP的PFC激活增加,而HP的PFC激活保持不变。在所有三个水平上,NP也显示出比HP更大的PFC激活。这些发现表明,对于数学不太流利的人来说,PFC在应对心算带来的工作记忆需求方面起着更辅助的作用。这可以作为一个框架,持续而不显眼地监测工作负荷血流动力学。
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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