Skip to main content
Log in

Effects of long-term practice and task complexity on brain activities when performing abacus-based mental calculations: a PET study

  • Original Article
  • Published:
European Journal of Nuclear Medicine and Molecular Imaging Aims and scope Submit manuscript

Abstract

Purpose

The aim of this study was to examine the neural bases for the exceptional mental calculation ability possessed by Chinese abacus experts through PET imaging.

Methods

We compared the different regional cerebral blood flow (rCBF) patterns using 15O-water PET in 10 abacus experts and 12 non-experts while they were performing each of the following three tasks: covert reading, simple addition, and complex contiguous addition. All data collected were analyzed using SPM2 and MNI templates.

Results

For non-experts during the tasks of simple addition, the observed activation of brain regions were associated with coordination of language (inferior frontal network) and visuospatial processing (left parietal/frontal network). Similar activation patterns but with a larger visuospatial processing involvement were observed during complex contiguous addition tasks, suggesting the recruitment of more visuospatial memory for solving the complex problems. For abacus experts, however, the brain activation patterns showed slight differences when they were performing simple and complex addition tasks, both of which involve visuospatial processing (bilateral parietal/frontal network). These findings supported the notion that the experts were completing all the calculation process on a virtual mental abacus and relying on this same computational strategy in both simple and complex tasks, which required almost no increasing brain workload for solving the latter.

Conclusion

In conclusion, after intensive training and practice, the neural pathways in an abacus expert have been connected more effectively for performing the number encoding and retrieval that are required in abacus tasks, resulting in exceptional mental computational ability.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  1. Karni A, Meyer G, Rey-Hipolito C, Jezzard P, Adams MM, Turner R, et al. The acquisition of skilled motor performance: fast and slow experience-driven changes in primary motor cortex. Proc Natl Acad Sci USA 1998;95:861–868.

    Article  PubMed  CAS  Google Scholar 

  2. Kolb B, Whishaw IQ. Brain plasticity and behavior. Annu Rev Psychol 1998;49:43–64.

    Article  PubMed  CAS  Google Scholar 

  3. Buonomano DV, Merzenich MM. Cortical plasticity: from synapses to maps. Annu Rev Neurosci 1998;21:149–186.

    Article  PubMed  CAS  Google Scholar 

  4. Dehaene S, Spelke E, Pinel P, Stanescu R, Tsivkin S. Sources of mathematical thinking: behavioral and brain-imaging evidence. Science 1999;284:970–974.

    Article  PubMed  CAS  Google Scholar 

  5. Pesenti M, Zago L, Crivello F, Mellet E, Samson D, Duroux B, et al. Mental calculation in a prodigy is sustained by right prefrontal and medial temporal area. Nat Neurosci 2001;4:103–107.

    Article  PubMed  CAS  Google Scholar 

  6. Zago L, Pesenti M, Mellet E, Crivello F, Mazoyer B, Tzourio-Mazoyer N. Neural correlates of simple and complex mental calculation. Neuroimage 2001;13:314–327.

    Article  PubMed  CAS  Google Scholar 

  7. Hatano G. Becoming an expert in mental abacus operation: a case of routine expertise. Adv Jpn Cogn Sci 1983;1:141–160.

    Google Scholar 

  8. Burbaud P, Camus O, Guehl D, Bioulac B, Caille JM, Allard M. A functional magnetic resonance imaging study of mental subtraction in human subjects. Neurosci Lett 1999;273:195–199.

    Article  PubMed  CAS  Google Scholar 

  9. Burbaud P, Camus O, Guehl D, Bioulac B, Caille JM, Allard M. Influence of cognitive strategies on the pattern of cortical activation during mental subtraction. A functional imaging study in human subjects. Neurosci Lett 2000;287:76–80.

    Article  PubMed  CAS  Google Scholar 

  10. Dehaene S, Cohen L. Towards an anatomical and functional model of number processing. Math Cogn 1995;1:83–120.

    Google Scholar 

  11. Dehaene S, Piazza M, Pinel P, Cohen L. Three parietal circuits for number processing. Cogn Neuropsychol 2003;20:487–506.

    Article  Google Scholar 

  12. Kawashima R, Taira M, Okita K, Inoue K, Tajima N, Yoshida H, et al. A functional MRI study of simple arithmetic – a comparison between children and adults. Brain Res Cogn Brain Res 2004;18:227–233.

    Article  PubMed  Google Scholar 

  13. Rickard TC, Romero SG, Basso G, Wharton C, Flitman S, Grafman J. The calculating brain: an fMRI study. Neuropsychologia 2000;38:325–335.

    Article  PubMed  CAS  Google Scholar 

  14. Hanakawa T, Honda M, Okada T, Yonekura Y, Fukuyama H, Shibasaki H. Neural correlates underlying mental calculation in abacus experts: a functional magnetic resonance imaging study. Neuroimage 2003;19:296–307.

    Article  PubMed  Google Scholar 

  15. Tanaka S, Michimata C, Kaminaga T, Honda M, Sadato N. Superior digit memory of abacus experts: an event-related functional MRI study. Neuroreport 2002;13:2187–2191.

    Article  PubMed  Google Scholar 

  16. Chen F, Hu Z, Zhao X, Wang R, Yang Z, Wang X, et al. Neural correlates of serial abacus mental calculation in children: a functional MRI study. Neurosci Lett 2006;403:46–51.

    Article  PubMed  CAS  Google Scholar 

  17. Woods RP, Grafton ST, Holmes CJ, Cherry SR, Maziotta JC. Automated image registration: I. General methods and intrasubject validation. J Comput Assist Tomogr 1997;22:139–152.

    Article  Google Scholar 

  18. Price CJ, Friston KJ. Cognitive conjunctions: a new approach to brain activation experiments. Neuroimage 1997;5:261–270.

    Article  PubMed  CAS  Google Scholar 

  19. Dehaene S, Tzourio N, Frak V, Raynaud L, Cohen L, Mehler J, et al. Cerebral activations during number multiplication and comparison: a PET study. Neuropsychologia 1996;34:1097–1106.

    Article  PubMed  CAS  Google Scholar 

  20. Paulesu E, Frith CD, Frackowiak RS. The neural correlates of the verbal component of working memory. Nature 1993;362:342–345.

    Article  PubMed  CAS  Google Scholar 

  21. Molko N, Cachia A, Rivière D, Mangin JF, Bruandet M, Le Bihan D, et al. Functional and structural alterations of the intraparietal sulcus in a developmental dyscalculia of genetic origin. Neuron 2003;40:847–858.

    Article  PubMed  CAS  Google Scholar 

  22. Mellet E, Tzourio N, Crivello F, Joliot M, Denis M, Mazoyer B. Functional anatomy of spatial imagery generated from verbal instructions. J Neurosci 1996;16:6504–6512.

    PubMed  CAS  Google Scholar 

  23. Formisano E, Linden DE, Di Salle F, Trojano L, Esposito F, Sack AT, et al. Tracking the mind’s image in the brain I: time-resolved fMRI during visuospatial mental imagery. Neuron 2002;35:185–194.

    Article  PubMed  CAS  Google Scholar 

  24. Wise SP, Boussaoud D, Johnson PB, Caminiti R. Premotor and parietal cortex: corticocortical connectivity and combinatorial computations. Annu Rev Neurosci 1997;20:25–42.

    Article  PubMed  CAS  Google Scholar 

  25. Courtney SM, Petit L, Maisong JM, Ungerleider LG, Haxby JV. An area specialized for spatial working memory in human frontal cortex. Science 1998;279:1347–1351.

    Article  PubMed  CAS  Google Scholar 

  26. Jancke L, Loose R, Lutz K, Specht K, Shah NJ. Cortical activations during paced finger-tapping applying visual and auditory pacing stimuli. Brain Res Cogn Brain Res 2000;10:51–66.

    Article  PubMed  CAS  Google Scholar 

Download references

Acknowledgements

This study was financially supported from Ministry of Education (Promote Academic to Excellency Project, 89-B-FA22-1-4) and National Science Council (NSC96-2321-B040-005-MY3; 95-2314-B010-048-MY2) of Taiwan. The project was conducted in the campus of NYMU/TVGH.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jason J. S. Lee.

Rights and permissions

Reprints and permissions

About this article

Cite this article

Wu, TH., Chen, CL., Huang, YH. et al. Effects of long-term practice and task complexity on brain activities when performing abacus-based mental calculations: a PET study. Eur J Nucl Med Mol Imaging 36, 436–445 (2009). https://doi.org/10.1007/s00259-008-0949-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00259-008-0949-0

Keywords

Navigation