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Investigation of Mental Fatigue Induced by a Continuous Mental Arithmetic Task Based on EEG Coherence Analysis

  • Conference paper
Life System Modeling and Simulation (ICSEE 2014, LSMS 2014)

Abstract

In the present study, twelve volunteers were participated in a 2 h continuous mental arithmetic task without any break, which was designed to induce mental fatigue. The negative influence was investigated through EEG coherence, which was used as a measure of synchronization of different underlying brain regions. It was observed that the sustained mental task led to increased EEG coherence, which did not result in more efficient performance. The change of EEG coherence was widespread not limited to specific brain regions or frequency bands. The variation of EEG coherence combined with behavior performance validated the impact of mental fatigue caused by a continuous mental task.

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References

  1. Azarnoosh, M., Nasrabadi, A.M., Mohammadi, M.R., Firoozabadi, M.: Investigation of mental fatigue through EEG signal processing based on nonlinear analysis: Symbolic dynamics. Chaos Soliton. Fract. 44, 1054–1062 (2011)

    Article  Google Scholar 

  2. Folkow, B.: Mental stress and its importance for cardiovascular disorders: physiological aspects, ‘from-mice-to-man’. Scand Cardiovasc J. 35(3), 163–172 (2001)

    Article  Google Scholar 

  3. Baker, K., Olson, J., Morisseau, D.: Work practices, fatigue, and nuclear power plant safety performance. Human Factors 36(2), 244–257 (1994)

    Google Scholar 

  4. Klimesh, W.: EEG alpha and theta oscillations reflect cognitive and memory performance: A review and analysis. Brain Res. Rev. 29, 169–195 (1999)

    Article  Google Scholar 

  5. ten Caat, M., Lorist, M.M., Bezdan, E., Roerdink, J.B., Maurits, N.M.: High-density EEG coherence analysis using functional units applied to mental fatigue. J. Neurosci. Methods 171(2), 271–278 (2008)

    Article  Google Scholar 

  6. Lorist, M.M., Bezdan, E., ten Caat, M., Span, M.M., Roerdink, J.B., Maurits, N.M.: The influence of mental fatigue and motivation on neural network dynamics: An EEG coherence study. Brain Res. 1270, 95–106 (2009)

    Article  Google Scholar 

  7. Portella, C.E., Silva, J.G., Machado, S., Velasques, B., Bastos, V.H., Ferreira-Vorkapic, C., Terra, P., Lopes, V., Cagy, M., de Carvalho, E., Orsini, M., Basile, L., Piedade, R., Ribeiro, P.: EEG spectral coherence inter and intrahemispheric during catching object fall task. Arq. Neuropsiquiatr 65(1), 63–67 (2007)

    Article  Google Scholar 

  8. Jap, B.T., Lal, S., Fischer, P.: Inter-hemispheric electroencephalography coherence analysis: assessing brain activity during monotonous driving. Int. J. Psychophysiol 76(3), 169–173 (2010)

    Article  Google Scholar 

  9. Chen, L.L., Sugi, T., Shirakawa, S., Zou, J.Z., Nakamura, M.: Integrated design and evaluation system for the effect of rest breaks in sustained mental work based on neuro-physiological signals. Int. J. Control Autom. 8(4), 862–867 (2010)

    Article  Google Scholar 

  10. French, C.C., Beaumont, J.G.: A critical review of EEG coherence studies of hemisphere function. Int. J. Psychophysiol 1(3), 241–254 (1984)

    Article  Google Scholar 

  11. Shaw, J.C.: Correlation and coherence analysis of the EEG: A selective tutorial review. Int. J. Psychophysiol 1(3), 255–266 (1984)

    Article  Google Scholar 

  12. Wada, Y., Nanbu, Y., Koshino, Y., Shimada, Y., Hashimoto, T.: Inter- and intrahemispheric EEG coherence during light drowsiness. Clin. Electroencephalogr 27(2), 84–88 (1996)

    Article  Google Scholar 

  13. Sauseng, P., Klimesch, W., Schabus, M., Doppelmayr, M.: Fronto-parietal EEG coherence in theta and upper alpha reflect central executive functions of working memory. Int. J. Psychophysiol. 57(2), 97–103 (2005)

    Article  Google Scholar 

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Chen, L., Zhao, Y., Zhang, J., Zou, J. (2014). Investigation of Mental Fatigue Induced by a Continuous Mental Arithmetic Task Based on EEG Coherence Analysis. In: Ma, S., Jia, L., Li, X., Wang, L., Zhou, H., Sun, X. (eds) Life System Modeling and Simulation. ICSEE LSMS 2014 2014. Communications in Computer and Information Science, vol 461. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-45283-7_4

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  • DOI: https://doi.org/10.1007/978-3-662-45283-7_4

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-662-45282-0

  • Online ISBN: 978-3-662-45283-7

  • eBook Packages: Computer ScienceComputer Science (R0)

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