Artificial neural networks for model identification and parameter estimation in computational cognitive models

• Milena Rmus ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: milena_rmus@berkeley.edu

  Affiliation Department of Psychology, University of California, Berkeley, Berkeley, California, United States of America

  https://orcid.org/0000-0002-2044-048X

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• Ti-Fen Pan,

  Roles Data curation, Formal analysis, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliation Department of Psychology, University of California, Berkeley, Berkeley, California, United States of America

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• Liyu Xia,

  Roles Conceptualization, Investigation, Methodology, Software, Writing – original draft, Writing – review & editing

  Affiliation Department of Mathematics, University of California, Berkeley, Berkeley, California, United States of America

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• Anne G. E. Collins

  Roles Conceptualization, Funding acquisition, Investigation, Project administration, Supervision, Writing – original draft, Writing – review & editing

  Affiliations Department of Psychology, University of California, Berkeley, Berkeley, California, United States of America, Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, California, United States of America

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