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Data assimilation in dynamical cognitive science

delete2022-02-01
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OA
AI
R
Ralf Engbert *
M
Maximilian M. Rabe
L
Lisa Schwetlick
S
Stefan A. Seelig
S
Sebastian Reich
S
Shravan Vasishth
DOI:10.1016/j.tics.2021.11.006delete
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Abstract

Abstract

En 中文
Dynamical models make specific assumptions about cognitive processes that generate human behavior. In data assimilation, these models are tested against timeordered data. Recent progress on Bayesian data assimilation demonstrates that this approach combines the strengths of statistical modeling of individual differences with the those of dynamical cognitive models.
Keywords:
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Journal

Trends in Cognitive Sciences cover
Trends in Cognitive Sciences
IF:
17.2
Papers:
3.6K
Citations:
3.5W

Organization

U
University of Potsdam
Scholars:
7.8K
Papers: 7.1K
Citations: 1.4W