NIRS-measured prefrontal cortex activity in neuroergonomics: Strengths and weaknesses

Frontiers in Human Neuroscience

Volumn , Issue SEP, 2013, Pages

  Derosière, Gérard ^a,b   Mandrick, Kévin ^a   Dray, Gérard ^c   Ward, Tomas E ^b   Perrey, Stéphane ^a  

^a UNIVERSITY OF MONTPELLIER   (France)

^b NATIONAL UNIVERSITY OF IRELAND   (Ireland)

^c ECOLE DES MINES D ALÈS   (France)

Author keywords

Attention; Cognitive science; Human computer interaction; Mental workload; Passive BCI

Indexed keywords

DEOXYHEMOGLOBIN; OXYHEMOGLOBIN;

ARTICLE; BRAIN COMPUTER INTERFACE; BRAIN FUNCTION; ELECTROENCEPHALOGRAPHY; ERGONOMICS; HEMODYNAMICS; HUMAN; INTERMETHOD COMPARISON; NEAR INFRARED SPECTROSCOPY; NEUROERGONOMICS; NUCLEAR MAGNETIC RESONANCE IMAGING; PREFRONTAL CORTEX; RELIABILITY; SENSITIVITY ANALYSIS; STIMULUS RESPONSE; TASK PERFORMANCE; VIRTUAL REALITY; WORKLOAD;

EID: 84884696634     PISSN: 16625161     EISSN: None     Source Type: Journal    
DOI: 10.3389/fnhum.2013.00583     Document Type: Article

References (22)

1. Ayaz, H., Shewokis, P. A., Bunce, S., Izzetoglu, K., Willems, B., and Onaral, B. (2012). Optical brain monitoring for operator training and mental workload assessment. Neuroimage 59, 36-47. doi: 10.1016/j.neuroimage.2011.06.023
2. Calhoun, V. D., and Pearlson, G. D. (2012). A selective review of simulated driving studies: combining naturalistic and hybrid paradigms, analysis approaches, and future directions. Neuroimage 59, 25-35. doi: 10.1016/j.neuroimage.2011.06.037
3. Coyle, S. M., Ward, T. E., and Markham, C. M. (2007). Brain-computer interface using a simplified functional near-infrared spectroscopy system. J. Neural Eng. 4, 219-226. doi: 10.1088/1741-2560/4/3/007
4. Csikszentmihalyi, M. (1990). Flow: the Psychology of Optimal Experience. New York, NY: Harper.
5. De Joux, N., Russell, P. N., and Helton, W. S. (2013). A functional near-infrared spectroscopy study of sustained attention to local and global target features. Brain Cogn. 81, 370-375. doi: 10.1016/j.bandc.2012.12.003
6. Derosière, G., Billot, M., Ward, T., and Perrey, S. (2013). Adaptations of the motor neural structures' activity to lapses in attention. Cereb. Cortex doi: 10.1093/cercor/bht206. [Epub ahead of print].
7. Di Nocera, F., Camilli, M., and Terenzi, M. (2007). A random glance at the flight deck: pilots' scanning strategies and the real-time assessment of mental workload. J. Cogn. Eng. Decis. Making 1, 271-285. doi: 10.1518/155534307X255627
8. Faress, A., and Chau, T. (2013). Towards a multimodal brain-computer interface: combining fNIRS and fTCD measurements to enable higher classification accuracy. Neuroimage 77, 186-194. doi: 10.1016/j.neuroimage.2013.03.028
9. Hancock, P. A., and Szalma, J. L. (2006). "Stress and neuroergonomics," in Neuroergonomics: the Brain at Work, eds R. Parasuraman and M. Rizzo (Oxford: Oxford University Press), 195-206. doi: 10.1093/acprof:oso/9780195177619.003.0013
10. Helton, W. S., Hollander, T. D., Warm, J. S., Tripp, L. D., Parsons, K., Matthews, G., et al. (2007). The abbreviated vigilance task and cerebral hemody-namics. J. Clin. Exp. Neuropsychol. 29, 545-552. doi: 10.1080/13803390600814757
11. Izzetoglu, K., Bunce, S. C., Onaral, B., Pourrezaei, K., and Chance, B. (2004). Functional optical brain imaging using near-infrared during cognitive tasks. Int. J. Hum. Comput. Interact. 17, 211-227. doi: 10.1207/s15327590ijhc1702_6
12. Jöbsis, F. F. (1977). Noninvasive, infrared monitoring of cerebral and myocardial oxygen sufficiency and circulatory parameters. Science 198, 1264-1267. doi: 10.1126/science.929199
13. Kräuchi, K., Cajochen, C., and Wirz-Justice, A. (1997). A relationship between heat loss and sleepiness: effects of postural change and melatonin administration. J. Appl. Physiol. 83, 134-139.
14. Li, Z., Zhang, M., Zhang, X., Dai, S., Yu, X., and Wang, Y. (2009). Assessment of cerebral oxygena-tion during prolonged simulated driving using near infrared spectroscopy: its implications for fatigue development. Eur. J. Appl. Physiol. 107, 281-287. doi: 10.1007/s00421-009-1122-6
15. Mandrick, K., Derosiere, G., Dray, G., Coulon, D., Micalef, J. P., and Perrey, S. (2013a). Utilizing slope method as an alternative data analysis for functional near-infrared spectroscopy-derived cerebral hemodynamic responses. Int. J. Ind. Ergon. 43, 335-341. doi: 10.1016/j.ergon.2013.05.003
16. Mandrick, K., Derosiere, G., Dray, G., Coulon, D., Micalef, J. P., and Perrey, S. (2013b). Prefrontal cortex activity during motor tasks with additional mental load requiring attentional demand: a near-infrared spectroscopy study. Neurosci. Res. 76, 156-162. doi: 10.1016/j.neures.2013.04.006
17. Miller, E. K., and Cohen, J. D. (2001). An integrative theory of prefrontal cortex function. Annu. Rev. Neurosci. 24, 167-202. doi: 10.1146/annurev.neuro.24.1.167
18. Murkin, J. M., and Arango, M. (2009). Near-infrared spectroscopy as an index of brain and tissue oxygenation. Br. J. Anaesth. 103, 3-13. doi: 10.1093/bja/aep299
19. Parasuraman, R. (2013). "Neuroergonomics: brain-inspired cognitive engineering," in The Oxford Handbook of Cognitive Engineering, eds J. D. Lee and A. Kirlik (Oxford: Oxford University Press), 159-177. doi: 10.1093/oxfordhb/9780199757183.013.0010
20. Peck, E. M., Afergan, D., and Jacob, R. J. (2013). "Investigation of fNIRS brain sensing as input to information filtering systems," in Proceedings of the 4th Augmented Human International Conference, (Stuttgart), 142-149. doi: 10.1145/2459236.2459261
21. Power, S. D., Kushki, A., and Chau, T. (2011). Towards a system-paced near-infrared spectroscopy brain- computer interface: differentiating prefrontal activity due to mental arithmetic and mental singing from the no-control state. J. Neural Eng. 8:066004. doi: 10.1088/1741-2560/8/6/066004
22. Solovey, E. T., Girouard, A., Chauncey, K., Hirshfield, L. M., Sassaroli, A., Zheng, F., et al. (2009). "Using fNIRS brain sensing in realistic HCI settings: experiments and guidelines," in Proceedings of the 22nd Annual ACM Symposium on User Interface Software and Technology, (Victoria, BC), 157-166. doi: 10.1145/1622176.1622207