Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
. 2017 May 17:11:258.
doi: 10.3389/fnhum.2017.00258. eCollection 2017.

Imaging Brain Function with Functional Near-Infrared Spectroscopy in Unconstrained Environments

Affiliations

Imaging Brain Function with Functional Near-Infrared Spectroscopy in Unconstrained Environments

Joana B Balardin et al. Front Hum Neurosci. .

Abstract

Assessing the neural correlates of motor and cognitive processes under naturalistic experimentation is challenging due to the movement constraints of traditional brain imaging technologies. The recent advent of portable technologies that are less sensitive to motion artifacts such as Functional Near Infrared Spectroscopy (fNIRS) have been made possible the study of brain function in freely-moving participants. In this paper, we describe a series of proof-of-concept experiments examining the potential of fNIRS in assessing the neural correlates of cognitive and motor processes in unconstrained environments. We show illustrative applications for practicing a sport (i.e., table tennis), playing a musical instrument (i.e., piano and violin) alone or in duo and performing daily activities for many hours (i.e., continuous monitoring). Our results expand upon previous research on the feasibility and robustness of fNIRS to monitor brain hemodynamic changes in different real life settings. We believe that these preliminary results showing the flexibility and robustness of fNIRS measurements may contribute by inspiring future work in the field of applied neuroscience.

Keywords: brain imaging; continuous monitoring; fNIRS; hyperscanning; musicians; naturalistic experimentation; sports; wearable.

PubMed Disclaimer

Figures

Figure 1
Figure 1
fNIRS probe setup used in each experiment. Top left: supplementary motor and primary motor cortex (23 channels). Top right: hyperscanning right hemisphere motor and temporo-parietal junction (22 channels/subject). Bottom left: dorsolateral prefrontal and primary motor cortex (51 channels). Bottom right: forehead headband covering prefrontal cortex (22 channels).
Figure 2
Figure 2
Results of the four illustrative experiments. Top: Table tennis experiment - cortical activation maps based on oxyhemoglobin, average signal from rest to task (zero is the start of the task) and CV boxplots for each condition. Middle: Piano-playing experiment. Bottom: violin duo experiment - intersubjects correlation maps (left); and Continuous monitoring experiment (right) – time-varying interhemispheric correlations between lateral orbitofrontal cortex signals and the corresponding estimated power spectrum.

References

    1. Ayaz H., Onaral B., Izzetoglu K., Shewokis P. A., McKendrick R., Parasuraman R. (2013). Continuous monitoring of brain dynamics with functional near infrared spectroscopy as a tool for neuroergonomic research: empirical examples and a technological development. Front. Hum. Neurosci. 7:871. 10.3389/fnhum.2013.00871 - DOI - PMC - PubMed
    1. Bluestone A. Y., Abdoulaev G., Schmitz C. H., Barbour R. L., Hielscher A. H. (2001). Three-dimensional optical tomography of hemodynamics in the human head. Opt. Express 9, 272–286. 10.1364/OE.9.000272 - DOI - PubMed
    1. Boas D. A., Elwell C. E., Ferrari M., Taga G. (2014). Twenty years of functional near-infrared spectroscopy: introduction for the special issue. Neuroimage 85, 1–5. 10.1016/j.neuroimage.2013.11.033 - DOI - PubMed
    1. Brigadoi S., Cooper R. J. (2015). How short is short? Optimum source – detector distance for short-separation channels in functional near-infrared spectroscopy. Neurophotonics 2:25005. 10.1117/1.NPh.2.2.025005 - DOI - PMC - PubMed
    1. Chance B., Villringer A. (1997). Non-invasive optical spectroscopy and imaging of human brain function. Trends Neurosci. 20, 435–442. 10.1016/S0166-2236(97)01132-6 - DOI - PubMed