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Traces of Statistical Learning in the Brain's Functional Connectivity after Artificial Language Exposure, 1 December 2018

Traces of Statistical Learning in the Brain's Functional Connectivity after Artificial Language Exposure, 1 December 2018

17.12.2018

 

Traces of Statistical Learning in the Brain's Functional Connectivity after Artificial Language Exposure

Pallabi Sengupta, Miguel Burgaleta, Gorka Zamora-López, Anna Basora, Ana Sanjuán, Gustavo Deco, Nuria Sebastian-Galles

Neuropsychologia, 1 December 2018

https://doi.org/10.1016/j.neuropsychologia.2018.12.001

Abstract

Our environment is full of statistical regularities, and we are attuned to learn about these regularities by employing Statistical Learning (SL), a domain-general ability that enables the implicit detection of probabilistic regularities in our surrounding environment. The role of brain connectivity on SL has been previously explored, highlighting the relevance of structural and functional connections between frontal, parietal, and temporal cortices. However, whether SL can induce changes in the functional connections of the resting state brain has yet to be investigated. To address this question, we applied a pre-post design where participants (n=38) were submitted to resting-state fMRI acquisition before and after in-scanner exposure to either an artificial language stream (formed by 4 concatenated words) or a random audio stream. Our results showed that exposure to an artificial language stream significantly changed (corrected p < 0.05) the functional connectivity between Right Posterior Cingulum and Left Superior Parietal Lobule. This suggests that functional connectivity between brain networks supporting attentional and working memory processes may play an important role in statistical learning.

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