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引用次数: 45

摘要

近红外光谱(NIRS)已被用作一种低成本、无创的测量大脑活动的方法。在本文中,我们通过实验来测量源代码中的变量和控制对程序理解中大脑活动的影响。对测量结果进行降噪和归一化后进行统计分析。实验的结果是,在需要记忆变量以理解代码片段的任务中,观察到大脑活动的显著差异。另一方面,不同水平的心算任务之间没有显著差异。我们的结论是,额极反映了由变量引起的短期记忆负荷,而不受计算的影响。
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Brain activity measurement during program comprehension with NIRS
Near infrared spectroscopy (NIRS) has been used as a low cost, noninvasive method to measure brain activity. In this paper, we experiment to measure the effects of variables and controls in a source code to the brain activity in program comprehension. The measurement results are evaluated after noise reduction and normalization to statistical analysis. As the result of the experiment, significant differences in brain activity were observed at a task that requires memorizing variables to understand a code snippet. On the other hand, no significant differences between different levels of mental arithmetic tasks were observed. We conclude that the frontal pole reflects workload to short-term memory caused by variables without affected from calculation.
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