Author

Marvin Thielk

University of California San DiegoORCID 0000-0002-0751-3664Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Animal Behavior & Cognition· 1 Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 2 Approach:statistical model· 2 Approach:Bayesian inference· 1 Assay:bulk RNA-seq· 1 Approach:contrastive learning· 1 Research Focus:database / resource· 1 Approach:deep learning· 1 Organism:multiple species· 1

Frequent Co-Authors

Timothy Q. GentneriD· 2 shared Brad Thielman· 1 shared Casey S. GreeneiD· 1 shared David N. NicholsoniD· 1 shared Dongbo Hu· 1 shared Ezequiel M. ArneodoiD· 1 shared Lawrence E. HunteriD· 1 shared Michael TurveyiD· 1 shared

Activity by Year

2021-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 17 mutual co-author links

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2 shared papersAnimal Behavior & Cognition

Timothy Q. GentnerORCID

Mutual co-authors in cluster

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3 papers

Recent·Most cited

Auditory Feature-based Perceptual Distance

Shukai Chen, Marvin Thielk, Timothy Q. Gentner

This paper introduces the auditory perceptual distance (APD) metric, which outperforms MSE in capturing perceptual sensitivity and robustness for complex acoustic signals.

bioRxiv · Feb 28, 2024 · PreprintAnimal Behavior & Cognition

Context-dependent sensory modulation underlies Bayesian vocal sequence perception

Tim Sainburg, Trevor McPherson, Ezequiel M. Arneodo, Srihita Rudraraju, Michael Turvey, Brad Thielman, Pablo Tostado-Marcos, Marvin Thielk, Timothy Q. Gentner

The paper shows that predictive information in vocal sequences biases Bayesian categorical perception through rapid sensory reorganization in songbirds.

bioRxiv · Apr 14, 2022 · PreprintNeuroscience

Linguistic Analysis of the bioRxiv Preprint Landscape

David N. Nicholson, Vincent Rubinetti, Dongbo Hu, Marvin Thielk, Lawrence E. Hunter, Casey S. Greene

The paper analyzes linguistic features of bioRxiv preprints compared to published biomedical texts and develops tools to link preprints to peer-reviewed articles and journals.

bioRxiv · Mar 4, 2021 · PreprintBioinformatics