Cognitive Functions of Cerebellum and Educational Neuroscience

  • Conference paper
  • First Online:
Advances in Neural Computation, Machine Learning, and Cognitive Research VII (NEUROINFORMATICS 2023)

Part of the book series: Studies in Computational Intelligence ((SCI,volume 1120))

Included in the following conference series:

  • 349 Accesses

Abstract

Traditionally, the cerebellum was associated with motor functions, but with the development of methods of psychological and neurophysiological research, evidence of the influence of cerebellar dysfunction on cognitive functions has been revealed. The facts confirming the participation of the cerebellum in the development and consolidation of new cognitive skills and creative processes were also revealed. Anatomical, genetic, morphological and neurophysiological studies of the connections, evolution and interaction of the cerebellum with cognitive areas of the cerebral cortex confirm the involvement of the cerebellum in cognitive functions. Based on these studies, various models of the involvement of the cerebellum in cognitive functions are being developed. At the same time, the area of application of neuroscientific knowledge about the brain and neurotechnologies in education, educational neuroscience, is actively develo**. So far, it largely consolidates the results of behavioral research, but with the development of available neurotechnologies, it begins to find direct application in the educational process. On the one hand, the results of studying the cognitive functions of the cerebellum can be useful for education, on the other hand, the study of education processes using modern neurotechnologies can be useful for studying the cerebellum. The article provides a brief overview of modern research in these areas and considers the possibilities of their joint development.

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

Access this chapter

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 219.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 279.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free ship** worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Bauman, M., Kemper, T.: Histoanatomic observations of the brain in early infantile autism. Neurology 35(6), 866–866 (1985). https://doi.org/10.1212/WNL.35.6.866

    Article  Google Scholar 

  2. Stoodley, C.J., et al.: Altered cerebellar connectivity in autism and cerebellar-mediated rescue of autism-related behaviors in mice. Nat. Neurosci. 20(12), 1744–1751 (2017). https://doi.org/10.1038/s41593-017-0004-1

    Article  Google Scholar 

  3. Bloomer, B.F., Morales, J.J., Bolbecker, A.R., Kim, D.J., Hetrick, W.P.: Cerebellar structure and function in autism spectrum disorder. J. Psychiatry Brain Sci. 7, e220003 (2022). https://doi.org/10.20900/jpbs.20220003

    Article  Google Scholar 

  4. Yeganeh-Doost, P., Gruber, O., Falkai, P., Schmitt, A.: The role of the cerebellum in schizophrenia: from cognition to molecular pathways. Clinics 66(Supplement 1), 71–77 (2011). https://doi.org/10.1590/S1807-59322011001300009

    Article  Google Scholar 

  5. Fiez, J.A., Petersen, S.E., Cheney, M.K., Raichle, M.E.: Impaired non-motor learning and error detection associated with cerebellar damage: a single case study. Brain 115(1), 155–178 (1992). https://doi.org/10.1093/brain/115.1.155

    Article  Google Scholar 

  6. Deverett, B., Kislin, M., Tank, D.W., Wang, S.S.H.: Cerebellar disruption impairs working memory during evidence accumulation. Nat. Commun. 10(1), 3128 (2019). https://doi.org/10.1038/s41467-019-11050-x

    Article  Google Scholar 

  7. Guell, X., Hoche, F., Schmahmann, J.D.: Metalinguistic deficits in patients with cerebellar dysfunction: empirical support for the dysmetria of thought theory. The Cerebellum 14(1), 50–58 (2014). https://doi.org/10.1007/s12311-014-0630-z

    Article  Google Scholar 

  8. Dunin-Barkowski, W.L.: Theory of cerebellum. ResearchGate (2010). https://www.researchgate.net/publication/278785563_Theory_of_cerebellum

  9. Saggar, M., et al.: Pictionary-based fMRI paradigm to study the neural correlates of spontaneous improvisation and figural creativity. Sci. Rep. 5(1), 1–11 (2015). https://doi.org/10.1038/srep10894

    Article  Google Scholar 

  10. Hoche, F., Guell, X., Vangel, M.G., Sherman, J.C., Schmahmann, J.D.: The cerebellar cognitive affective/Schmahmann syndrome scale. Brain 141, 248–270 (2018). https://doi.org/10.1093/brain/awx317

    Article  Google Scholar 

  11. Leiner, H.C., Leiner, A.L., Dow, R.S.: Does the cerebellum contribute to mental skills? Behav. Neurosci. 100(4), 443 (1986). https://doi.org/10.1037/0735-7044.100.4.443

    Article  Google Scholar 

  12. Eccles, J.C., Ito, M., Szentágothai, J.: The Cerebellum as a Neuronal Machine. Springer, New York (1967). https://doi.org/10.1007/978-3-662-13147-3

    Book  Google Scholar 

  13. Leiner, H.C., Leiner, A.L., Dow, R.S.: Cognitive and language functions of the human cerebellum. Trends Neurosci. 16(11), 444–447 (1993). https://doi.org/10.1016/0166-2236(93)90072-T

    Article  Google Scholar 

  14. Middleton, F.A., Strick, P.L.: Anatomical evidence for cerebellar and basal ganglia involvement in higher cognitive function. Science 266(5184), 458–461 (1994). https://doi.org/10.1126/science.7939688

    Article  Google Scholar 

  15. Buckner, R.: The cerebellum and cognitive function: 25 years of insight from anatomy and neuroimaging. Neuron 80(3), 807–815 (2013). https://doi.org/10.1016/j.neuron.2013.10.044

    Article  Google Scholar 

  16. Ito, M.: Control of mental activities by internal models in the cerebellum. Nat. Rev. Neurosci. 9(4), 304–313 (2008). https://doi.org/10.1038/nrn2332

    Article  Google Scholar 

  17. Boven, E., Pemberton, J., Chadderton, P., Apps, R., Costa, R.P.: Cerebro-cerebellar networks facilitate learning through feedback decoupling. Nat. Commun. 14(1), 51 (2023). https://doi.org/10.1038/s41467-022-35658-8

    Article  Google Scholar 

  18. Jaderberg, M., et al.: Decoupled neural interfaces using synthetic gradients. In: International Conference on Machine Learning, pp. 1627–1635. PMLR (2017). https://proceedings.mlr.press/v70/jaderberg17a.html

  19. Pemberton, J., Chadderton, P., Costa, R.P.: Cerebellar-driven cortical dynamics enable task acquisition, switching and consolidation. bioRxiv (2022). https://doi.org/10.1101/2022.11.14.516257

  20. Oakley, B., Sejnowski, T., McConville, A.: Learning How to Learn: How to Succeed in School Without Spending All Your Time Studying; A Guide for Kids and Teens. Penguin (2018)

    Google Scholar 

  21. Bowers, J.S.: The practical and principled problems with educational neuroscience. Psychol. Rev. 123(5), 600–612 (2016). https://doi.org/10.1037/rev0000025

    Article  Google Scholar 

  22. Howard-Jones, P.A., et al.: The principles and practices of educational neuroscience: commentary on Bowers (2016). Psychol. Rev. 123(5), 620–627 (2016). https://doi.org/10.1037/rev0000036

    Article  Google Scholar 

  23. Farmakopoulou, I., Theodoratou, M., Gkintoni, E.: Neuroscience as a component in educational setting. An interpretive overview. Technium Educ. Humanit. 4, 1–7 (2023). https://doi.org/10.47577/teh.v4i.8236

    Article  Google Scholar 

  24. Alibigloo, H.P., Alipoor, J.: A critical study on the researches about the application of neurothecnology in education. Authorea Preprints (2023). https://doi.org/10.22541/au.167416698.81849768/v1

  25. Tang, H., Dai, M., Du, X., Hung, J.L., Li, H.: An EEG study on college students’ attention levels in a blended computer science class. Innov. Educ. Teach. Int. (2023). https://doi.org/10.1080/14703297.2023.2166562

  26. Nicolson, R., Fawcett, A.J., Dean, P.: Dyslexia, development and the cerebellum. Trends Neurosci. 24(9), 515–516 (2001). https://doi.org/10.1016/S0166-2236(00)01923-8

    Article  Google Scholar 

  27. Nicolson, R.I., Fawcett, A.J.: Dyslexia, dysgraphia, procedural learning and the cerebellum. Cortex 47(1), 117–127 (2011). https://doi.org/10.1016/j.cortex.2009.08.016

    Article  Google Scholar 

  28. Borges, M., et al.: Deviations from a typical development of the cerebellum in youth are associated with psychopathology, executive functions and educational outcomes. Psychol. Med. 1–11 (2022). https://doi.org/10.1017/S0033291722002926

  29. Belgau, F., Belgau, B.V.: Learning Breakthrough Program. Balametrics, Port Angeles (1982)

    Google Scholar 

  30. Reynolds, D., Nicolson, R.I., Hambly, H.: Evaluation of an exercise-based treatment for children with reading difficulties. Dyslexia 9(1), 48–71 (2003). https://doi.org/10.1002/dys.235

    Article  Google Scholar 

  31. Gaßmann, L., Gordon, P.C., Ziemann, U.: P 58 EEG responses from direct cerebellar activation with Transcranial Magnetic Stimulation. Clin. Neurophysiol. 137, e1–e69 (2022). https://doi.org/10.1016/j.clinph.2022.01.089

    Article  Google Scholar 

  32. Sasaki, R., Hand, B.J., Liao, W.Y., et al.: Utilising TMS-EEG to assess the response to cerebellar-brain inhibition. Cerebellum 22, 544–558 (2022). https://doi.org/10.1007/s12311-022-01419-y

    Article  Google Scholar 

Download references

Acknowledgements

The work is financially supported by State Program of SRISA RAS No. FNEF-2022-0003.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Vladislav Dorofeev .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2023 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Dorofeev, V. (2023). Cognitive Functions of Cerebellum and Educational Neuroscience. In: Kryzhanovsky, B., Dunin-Barkowski, W., Redko, V., Tiumentsev, Y., Klimov, V. (eds) Advances in Neural Computation, Machine Learning, and Cognitive Research VII. NEUROINFORMATICS 2023. Studies in Computational Intelligence, vol 1120. Springer, Cham. https://doi.org/10.1007/978-3-031-44865-2_33

Download citation

Publish with us

Policies and ethics

Navigation