Author

William M. Hayes

Binghamton UniversityORCID 0000-0001-5378-656XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Animal Behavior & Cognition· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 2 Research Focus:differential expression· 2 Approach:statistical model· 2 Assay:behavioral assay· 1 Assay:bulk RNA-seq· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1

Frequent Co-Authors

Allison E. Martin· 1 shared Amy AstefanousiD· 1 shared Andrea LissiD· 1 shared April T. DavenportiD· 1 shared Clara Christine LoweiD· 1 shared David M. LamiD· 1 shared Dhruba PodderiD· 1 shared Eghosa Idahor· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperNeuroscience

Allison E. Martin

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

Ethanol drinking sex-dependently alters cortical IL-1β synaptic signaling and cognitive behavior in mice

Andrea Liss, Clara Christine Lowe, Mahum T. Siddiqi, Dhruba Podder, Marcis V. Scroger, Gianna Vessey, Kenna Martin, Noah M. Paperny, David M. Lam, Allison E. Martin, Jariel N. Bacar, Katie T. Vo, Amy Astefanous, N Belachew, Eghosa Idahor, , Florence P. Varodayan

This study shows that ethanol drinking sex-dependently affects IL-1β signaling and cognitive function in the medial prefrontal cortex of mice, with females showing greater neuroprotection.

Brain Behavior and Immunity · Mar 13, 2026Peer-reviewedNeuroscience

A Reinforcement Learning and Sequential Sampling Model Constrained by Gaze Data

William M. Hayes, Melanie Touchard

This study develops an RL-SSM model constrained by gaze data, showing it improves prediction of choice-RT data compared to other models.

PLoS Computational Biology · Mar 6, 2026Peer-reviewedAnimal Behavior & Cognition