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Functional brain network reconfiguration during learning in a dynamic environment.


ABSTRACT: When learning about dynamic and uncertain environments, people should update their beliefs most strongly when new evidence is most informative, such as when the environment undergoes a surprising change or existing beliefs are highly uncertain. Here we show that modulations of surprise and uncertainty are encoded in a particular, temporally dynamic pattern of whole-brain functional connectivity, and this encoding is enhanced in individuals that adapt their learning dynamics more appropriately in response to these factors. The key feature of this whole-brain pattern of functional connectivity is stronger connectivity, or functional integration, between the fronto-parietal and other functional systems. Our results provide new insights regarding the association between dynamic adjustments in learning and dynamic, large-scale changes in functional connectivity across the brain.

SUBMITTER: Kao CH 

PROVIDER: S-EPMC7125157 | biostudies-literature | 2020 Apr

REPOSITORIES: biostudies-literature

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Functional brain network reconfiguration during learning in a dynamic environment.

Kao Chang-Hao CH   Khambhati Ankit N AN   Bassett Danielle S DS   Nassar Matthew R MR   McGuire Joseph T JT   Gold Joshua I JI   Kable Joseph W JW  

Nature communications 20200403 1


When learning about dynamic and uncertain environments, people should update their beliefs most strongly when new evidence is most informative, such as when the environment undergoes a surprising change or existing beliefs are highly uncertain. Here we show that modulations of surprise and uncertainty are encoded in a particular, temporally dynamic pattern of whole-brain functional connectivity, and this encoding is enhanced in individuals that adapt their learning dynamics more appropriately in  ...[more]

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