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Joseph W Kable

Joseph W Kable

· Ph.D.Verified

University of Pennsylvania · Rehabilitation Medicine

Active 1997–2024

h-index44
Citations12.3k
Papers16881 last 5y
Funding$12.8M
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Research topics

  • Computer Science
  • Data Mining
  • Artificial Intelligence
  • Statistics
  • Mathematics
  • Psychology
  • Communication
  • Data science
  • Neuroscience

Selected publications

  • Functional brain network reconfiguration during learning in a dynamic environment

    Nature Communications · 2020 · 62 citations

    Senior authorCorresponding
    • Computer Science
    • Artificial Intelligence
    • Computer Science

    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.

    DOI

  • Variability in the analysis of a single neuroimaging dataset by many teams

    Nature · 2020 · 1174 citations

    • Computer Science
    • Data Mining
    • Computer Science
    DOI

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