Author

William Qian

Harvard UniversityORCID 0009-0001-8766-5739Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:machine learning (classical)· 2 Research Focus:benchmarking· 1 Assay:electronic health records· 1 Approach:statistical model· 1

Frequent Co-Authors

Cengiz PehlevaniD· 2 shared Adam ManoogianiD· 1 shared Benjamin S. RubeniD· 1 shared Jacob A. Zavatone-VethiD· 1 shared Moorthy GaneshkumariD· 1 shared Shawn A RhoadsiD· 1 shared

Activity by Year

2024-2025 · peak 1/yr

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6 top collaborators · 9 mutual co-author links

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2 shared papersNeuroscience

Cengiz PehlevanORCID

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2 papers

Recent·Most cited

NeuroscienceConference on Cognitive Computational Neuroscience (CCN)Peer-reviewedJan 1, 2025

Neurocomputational underpinnings of suboptimal beliefs in recurrent neural network-based agents

Moorthy Ganeshkumar, Adam Manoogian, William Qian…·Shawn A Rhoads

This paper develops a recurrent neural network-based reinforcement learning framework to model decision-making deficits in schizophrenia, revealing suboptimal belief updating linked to neural dysfunction.

DOI 10.32470/3kpf810

machine learning (classical)

𝕏 PostBluesky

Neuroscienceneural information processing systemsPeer-reviewedJan 1, 2024

Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics

William Qian, Jacob A. Zavatone-Veth, Benjamin S. Ruben, Cengiz Pehlevan

The paper shows that partial observation of neural circuits can lead to mechanistic mismatches in data-constrained models of neural dynamics.

6 citations

electronic health recordsstatistical model

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