Mental workload and neural efficiency quantified in the prefrontal cortex using fNIRS

功能近红外光谱 工作量 前额叶皮质 任务(项目管理) 认知 计算机科学 大脑活动与冥想 基本认知任务 背外侧前额叶皮质 认知心理学 工作记忆 神经科学 心理学 人工智能 脑电图 工程类 操作系统 系统工程
作者
Radouane El Yagoubi,Zarrin K. Chua,Vsevolod Peysakhovich,Natalia del Campo,Nadine Matton
出处
期刊:Scientific Reports [Nature Portfolio]
卷期号:7 (1) 被引量:308
标识
DOI:10.1038/s41598-017-05378-x
摘要

Abstract An improved understanding of how the brain allocates mental resources as a function of task difficulty is critical for enhancing human performance. Functional near infrared spectroscopy (fNIRS) is a field-deployable optical brain monitoring technology that provides a direct measure of cerebral blood flow in response to cognitive activity. We found that fNIRS was sensitive to variations in task difficulty in both real-life (flight simulator) and laboratory settings (tests measuring executive functions), showing increased concentration of oxygenated hemoglobin (HbO2) and decreased concentration of deoxygenated hemoglobin (HHb) in the prefrontal cortex as the tasks became more complex. Intensity of prefrontal activation (HbO2 concentration) was not clearly correlated to task performance. Rather, activation intensity shed insight on the level of mental effort, i.e., how hard an individual was working to accomplish a task. When combined with performance, fNIRS provided an estimate of the participants’ neural efficiency, and this efficiency was consistent across levels of difficulty of the same task. Overall, our data support the suitability of fNIRS to assess the mental effort related to human operations and represents a promising tool for the measurement of neural efficiency in other contexts such as training programs or the clinical setting.

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