Characterising the development of fronto-parietal brain networks during adolescence through neuroadaptive Bayesian optimisation

Iroise Dumontheil (primary)
Psychological Sciences
Birkbeck, University of London
Robert Leech (secondary)
Neuroimaging
Institute of Psychiatry, Psychology and Neuroscience, King’s College London

Abstract

Frontoparietal brain networks are recruited for a range of higher cognitive functions tasks [e.g. reasoning, attentional control]. Their specific role in supporting cognitive control has therefore been difficult to elucidate. Recent work using machine learning and real-time analysis of neuroimaging data demonstrated specificity of frontoparietal network activation in a range of tasks in adults, moving the field forward. This project will extend this research to compare adolescents and adults to investigate how the differentiation of cognitive control frontoparietal networks emerges over the course of development.


References

1. Dumontheil, I., Thompson, R., & Duncan, J. (2011). Assembly and use of new task rules in fronto-parietal cortex. Journal of Cognitive Neuroscience, 23(1), 168–182. https://doi.org/10.1162/jocn.2010.21439
2. Lorenz, R., Violante, I. R., Monti, R. P., Montana, G., Hampshire, A., & Leech, R. (2018). Dissociating frontoparietal brain networks with neuroadaptive Bayesian optimization. Nature Communications, 9(1), 1–14. https://doi.org/10.1038/s41467-018-03657-3
3. Hartung, J., Engelhardt, L. E., Thibodeaux, M. L., Harden, K. P., & Tucker-Drob, E. M. (2020). Developmental transformations in the structure of executive functions. Journal of Experimental Child Psychology, 189. https://doi.org/10.1016/j.jecp.2019.104681
4. Fair, D. a, Dosenbach, N. U. F., Church, J. a, Cohen, A. L., Brahmbhatt, S., Miezin, F. M., Barch, D. M., Raichle, M. E., Petersen, S. E., & Schlaggar, B. L. (2007). Development of distinct control networks through segregation and integration. Proceedings of the National Academy of Sciences of the United States of America, 104(33), 13507–13512. https://doi.org/10.1073/pnas.0705843104
5. Dumontheil, I., Houlton, R., Christoff, K., & Blakemore, S.-J. (2010). Development of relational reasoning during adolescence. Developmental Science, 13(6), F15-24. https://doi.org/10.1111/j.1467-7687.2010.01014.x


BBSRC Area
Genes, development and STEM* approaches to biology
Area of Biology
DevelopmentNeurobiology
Techniques & Approaches
Image Processing