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Characterization of mind wandering using fNIRS.

Gautier Durantin1, Frederic Dehais2, Arnaud Delorme3

  • 1Département Conception des Véhicules Aérospatiaux, Institut Supérieur de l'Aéronautique et de l'Espace Toulouse, France ; Centre de Recherche Cerveau et Cognition, Universite de Toulouse UPS, Toulouse, France ; CNRS, CerCo Toulouse, France.

Frontiers in Systems Neuroscience
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Summary

Functional near infrared spectroscopy (fNIRS) can detect mind wandering (MW) episodes by identifying brain activity in the medial prefrontal cortex. This non-invasive technique shows promise for educational and professional applications requiring sustained attention monitoring.

Keywords:
default mode networkfNIRSlinear discriminant analysismind wandering

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Area of Science:

  • Cognitive Neuroscience
  • Neuroimaging Techniques

Background:

  • Assessing task attention is crucial for educational and professional settings.
  • Mind wandering (MW) refers to attentional drifts away from a primary task.
  • Existing neuroimaging methods for MW detection can be invasive or costly.

Purpose of the Study:

  • To evaluate the efficacy of functional near infrared spectroscopy (fNIRS) in detecting episodes of mind wandering.
  • To explore fNIRS as a non-invasive tool for monitoring attentional states.

Main Methods:

  • Utilized the Sustained Attention to Response Task (SART) to elicit mind wandering.
  • Collected 16-channel fNIRS data over the frontal cortices during task performance.
  • Analyzed fNIRS signals to identify neural correlates of MW.

Main Results:

  • Observed significant brain activation in the medial prefrontal cortex (mPFC) during MW episodes.
  • The mPFC is a key region within the default mode network (DMN).
  • fNIRS data allowed for the classification of MW episodes above chance level.

Conclusions:

  • fNIRS successfully detected default mode network activations associated with mind wandering.
  • This study demonstrates the potential of fNIRS as a viable, non-invasive method for MW detection.
  • Findings support the use of fNIRS in applications requiring attention monitoring.