Characterization of mind wandering using fNIRS

Frontiers in Systems Neuroscience

Volumn 9, Issue MAR, 2015, Pages

  Durantin, Gautier ^a,b   Dehais, Frederic ^a   Delorme, Arnaud ^b  

^a UNIVERSITÉ DE TOULOUSE   (France)

^b Brain and Cognition Research Center in Toulouse   (France)

Author keywords

Default mode network; FNIRS; Linear discriminant analysis; Mind wandering

Indexed keywords

DEOXYHEMOGLOBIN;

ADULT; ARTICLE; BEHAVIOR ASSESSMENT; COMPUTER ANALYSIS; DATA PROCESSING; DEFAULT MODE NETWORK; DISCRIMINANT ANALYSIS; HEMODYNAMICS; HUMAN; IMPULSIVENESS; INFORMATION PROCESSING; MALE; MEASUREMENT ACCURACY; NEAR INFRARED SPECTROSCOPY; NORMAL HUMAN; PREFRONTAL CORTEX; QUESTIONNAIRE; SENSITIVITY AND SPECIFICITY; TASK PERFORMANCE; TOPOGRAPHY; WANDERING BEHAVIOR; YOUNG ADULT;

EID: 84928105592     PISSN: 16625137     EISSN: None     Source Type: Journal    
DOI: 10.3389/fnsys.2015.00045     Document Type: Article

References (35)

1. Allan Cheyne, J., Solman, G. J., Carriere, J. S., and Smilek, D. (2009). Anatomy of an error: a bidirectional state model of task engagement/disengagement and attention-related errors. Cognition 111, 98--113. doi: 10.1016/j.cognition.2008.12.009
2. Braboszcz, C., Hahusseau, S., and Delorme, A. (2010). ‘‘Meditation and neuroscience: from basic research to clinical practice,’’ in Integrative Clinical Psychology, Psychiatry and Behavioral Medicine: Perspectives, Practices and Research, ed R. Carlstedt (New York: Springer Publishing), 1910—1929
3. Casner, S. M. and Schooler, J. W. (2014). Thoughts in flight automation use and pilots task-related and task- unrelated thought. Hum. Factors 56, 433--442. doi: 10.1177/0018720813501550
4. Christoff, K., Gordon, A. M., Smallwood, J., Smith, R., and Schooler, J. W. (2009). Experience sampling during FMRI reveals default network and executive system contributions to mind wandering. Proc. Natl. Acad. Sci. U S A 106, 8719--8724. doi: 10.1073/pnas.0900234106
5. Crawford, J. R., and Garthwaite, P. H. (2007). Comparison of a single case to a control or normative sample in neuropsychology: development of a Bayesian approach. Cogn. Neuropsychol. 24, 343--372. Doi: 10.1080/02643290701290146
6. Delorme, A., and Makeig, S. (2004). Eeglab: an open source toolbox for analysis of single-trial eeg dynamics including independent component analysis. J. Neurosci. Methods 134, 9--21. doi: 10.1016/j.jneumeth.2003.10.009
7. Galéra, C., Orriols, L., M’Bailara, K., Laborey, M., Contrand, B., Ribéreau-Gayon, R., et al. (2012). Christmas 2012: research: mind wandering and driving: responsibility case-control study. BMJ 345:e8105. doi: 10.1136/bmj.e8105
8. Grandchamp, R., Braboszcz, C., and Delorme, A. (2014). Oculometric variations during mind wandering. Front. Psychol. 5:31. doi: 10.3389/fpsyg.2014.00031
9. Gruberger, M., Ben-Simon, E., Levkovitz, Y., Zangen, A., and Hendler, T. (2011). Towards a neuroscience of mind-wandering. Front. Hum. Neurosci. 5:56. doi: 10.3389/fnhum.2011.00056
10. Harrivel, A. R., Weissman, D. H., Noll, D. C., and Peltier, S. J. (2013). Monitoring attentional state with fNIRS. Front. Hum. Neurosci. 7:861. doi: 10.3389/fnhum.2013.00861
11. He, J., Becic, E., Lee, Y.-C., and McCarley, J. S. (2011). Mind wandering behind the wheel performance and oculomotor correlates. Hum. Factors 53, 13--21. doi: 10.1177/0018720810391530
12. Helton, W. S., Kern, R. P., and Walker, D. R. (2009). Conscious thought and the sustained attention to response task. Conscious. Cogn. 18, 600--607. doi: 10.1016/j.concog.2009.06.002
13. Helton, W. S., Ossowski, U., and Malinen, S. (2013). Post-disaster depression and vigilance: a functional near-infrared spectroscopy study. Exp. Brain Res. 226, 357--362. doi: 10.1007/s00221-013-3441-4
14. Jasdzewski, G., Strangman, G., Wagner, J., Kwong, K., Poldrack, R., and Boas, D. (2003). Differences in the hemodynamic response to event-related motor and visual paradigms as measured by near-infrared spectroscopy. Neuroimage 20, 479--488. doi: 10.1016/s1053-8119(03)00311-2
15. Kennedy, A. D., and Gehan, E. A. (1971). Computerized simple regression methods for survival time studies. Comput. Programs Biomed. 1, 235--244. doi: 10.1016/0010-468x(71)90014-6
16. Killingsworth, M. A., and Gilbert, D. T. (2010). A wandering mind is an unhappy mind. Science 330:932. doi: 10.1126/science.1192439
17. Mackworth, N. H. (1948). The breakdown of vigilance durning prolonged visual search. Q. J. Exp. Psychol. 1, 6--21. doi: 10.1080/17470214808416738
18. Manly, T., Robertson, I. H., Galloway, M., and Hawkins, K. (1999). The absent mind: further investigations of sustained attention to response. Neuropsychologia 37, 661--670. doi: 10.1016/s0028-3932(98)00127-4
19. Maris, E., and Oostenveld, R. (2007). Nonparametric statistical testing of EEG-and MEG-data. J. Neurosci. Methods 164, 177--190. doi: 10.1016/j.jneumeth.200703.024
20. Mason, M. F., Norton, M. I., Van Horn, J. D., Wegner, D. M., Grafton, S. T., and Macrae, C. N. (2007). Wandering minds: the default network and stimulusindependent thought. Science 315, 393--395. doi: 10.1126/science.1131295
21. Mooneyham, B. W., and Schooler, J. W. (2013). The costs and benefits of mind-wandering: a review. Can. J. Exp. Psychol. 67, 11--18. doi: 10.1037/a0031569
22. O’Connell, R. G., Dockree, P. M., Robertson, I. H., Bellgrove, M. A., Foxe, J. J., and Kelly, S. P. (2009). Uncovering the neural signature of lapsing attention: electrophysiological signals predict errors up to 20 s before they occur. J. Neurosci. 29, 8604--8611. doi: 10.1523/JNEUROSCI.596708.2009
23. Peterson, B., Potenza, M., Wang, Z., Zhu, H., Martin, A., Marsh, R., et al. (2009). An FMRI study of the effects of psychostimulants on default-mode processing during stroop task performance in youths with ADHD. Am. J. Psychiatry 166, 1286--1294. doi: 10.1176/appi.ajp.2009.08050724
24. Sämann, P. G., Wehrle, R., Hoehn, D., Spoormaker, V. I., Peters, H., Tully, C., et al. (2011). Development of the brain’s default mode network from wakefulness to slow wave sleep. Cereb. Cortex 21, 2082--2093. doi: 10.1093/cercor/bhq295
25. Sasai, S., Homae, F., Watanabe, H., Sasaki, A. T., Tanabe, H. C., Sadato, N., et al. (2012). A NIRS-FMRI study of resting state network. Neuroimage 63, 179--193. doi: 10.1016/j.neuroimage.2012.06.011
26. Sato, H., Fuchino, Y., Kiguchi, M., Katura, T., Maki, A., Yoro, T., et al. (2005). Intersubject variability of near-infrared spectroscopy signals during sensorimotor cortex activation. J. Biomed. Opt. 10:044001. doi: 10.1117/1.1960907
27. Shaw, T. H., Funke, M. E., Dillard, M., Funke, G. J., Warm, J. S., and Parasuraman, R. (2013). Event-related cerebral hemodynamics reveal target-specific resource allocation for both go and no-go response-based vigilance tasks. Brain Cogn. 82, 265--273. doi: 10.1016/j.bandc.2013.05.003
28. Smallwood, J., and Andrews-Hanna, J. (2013). Not all minds that wander are lost: the importance of a balanced perspective on the mind-wandering state towards a balanced perspective of the mind-wandering state. Front. Psychol. 4:441. doi: 10.3389/fpsyg.2013.00441
29. Smallwood, J., Beach, E., Schooler, J. W., and Handy, T. C. (2008). Going AWOLin the brain: mind wandering reduces cortical analysis of external events. J. Cogn. Neurosci. 20, 458--469. doi: 10.1162/jocn.2008.20037
30. Smallwood, J., and Schooler, J. W. (2006). The restless mind. Psychol. Bull. 132, 946--958. doi: 10.1037/0033-2909.132.6.946
31. Stawarczyk, D., Majerus, S., Maquet, P., and D’Argembeau, A. (2011). Neural correlates of ongoing conscious experience: both task-unrelatedness and stimulus-independence are related to default network activity. PLoS One 6:e16997. doi: 10.1371/journal.pone.0016997
32. Stevenson, H., Russell, P. N., and Helton, W. S. (2011). Search asymmetry, sustained attention and response inhibition. Brain Cogn. 77, 215--222. doi: 10.1016/j.bandc.2011.08.007
33. Strait, M., and Scheutz, M. (2014). What we can and cannot do with near infrared spectroscopy. Front. Neurosci. 8:117. doi: 10.3389/fnins.2014.00117
34. Szpunar, K. K., Moulton, S. T., and Schacter, D. L. (2013). Mind wandering and education: from the classroom to online learning. Front. Psychol. 4:495. doi: 10.3389/fpsyg.2013.00495
35. Warm, J. S., Matthews, G., and Parasuraman, R. (2009). Cerebral hemodynamics and vigilance performance. Mil. Psychol. 21, S75--S100. doi: 10.1080/08995600802554706