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Parameter Inference for Computational Cognitive Models with Approximate Bayesian Computation

This paper addresses a common challenge with computational cognitive models: identifying parameter values that are both theoretically plausible and generate predictions that match well with empirical data. While computational models can offer deep explanations of cognition, they are computationally...

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Bibliografske podrobnosti
izdano v:Cogn Sci
Main Authors: Kangasrääsiö, Antti, Jokinen, Jussi P. P., Oulasvirta, Antti, Howes, Andrew, Kaski, Samuel
Format: Artigo
Jezik:Inglês
Izdano: John Wiley and Sons Inc. 2019
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6593436/
https://ncbi.nlm.nih.gov/pubmed/31204797
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/cogs.12738
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