Author

Milena Rmus

University of California, BerkeleyORCID 0000-0002-2044-048XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Animal Behavior & Cognition· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:software / tool· 1

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Anne Gabrielle Eva CollinsiD· 1 shared Liyu XiaiD· 1 shared Ti-Fen PaniD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

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1 shared paperAnimal Behavior & Cognition

Anne Gabrielle Eva CollinsORCID

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1 paper

Recent·Most cited

Animal Behavior & CognitionPLoS Computational BiologyPeer-reviewedMay 15, 2024

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

Milena Rmus, Ti-Fen Pan, Liyu Xia, Anne Gabrielle Eva Collins

This paper uses artificial neural networks to estimate parameters and identify cognitive models without likelihood computation, demonstrating effectiveness for models with inter-trial dependencies.

28 citationstop 3%

deep learningbenchmarking

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