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Updated: Jul 13, 2026

Using Fiberless, Wearable fNIRS to Monitor Brain Activity in Real-world Cognitive Tasks
Published on: December 2, 2015
Left frontal activity measured by fNIRS during a verbal memory task is modulated by predictability in cognitively
Yumi Song1, Prawesh Dahal2, Hyoung-Ju Kim3
1LVIS Korea, Seoul, Republic of Korea.
Background:
Functional near-infrared spectroscopy (fNIRS) is widely used to measure cognitive load during working memory tasks. However, little is known about how task structure modulates load-dependent neural responses.
Objective:
We examined how working memory load measured by a verbal memory task is represented in fronto-parietal hemodynamic responses during the encoding phase in cognitively healthy older adults and whether these responses are modulated by the predictability of task difficulty.
Methods:
Oxygenated hemoglobin (HbO) responses were measured using fNIRS while participants performed digit span trials with load levels presented in either increasing order or randomized sequences.
Results:
Mixed-effects modeling across all participants and fronto-parietal regions of interest revealed a significant main effect of load levels, with HbO responses during the encoding phase increasing linearly with increasing memory load. However, load sensitivity differed by task structure: the random group showed a significantly steeper load-related increase in HbO responses than the non-random group, driven primarily by the left frontal cortex. Behavioral accuracy remained stable across load levels.
Conclusions:
These findings indicate that fronto-parietal encoding-phase hemodynamic responses reflect working memory demands in a context-dependent manner, revealing neural sensitivity beyond overt behavioral performance.
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