Author

Melanie Touchard

Binghamton UniversityORCID 0009-0001-4286-2464Unclaimed 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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Assay:behavioral assay· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Approach:statistical model· 1 Research Focus:synaptic & neural circuits· 1

Frequent Co-Authors

William M. HayesiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

Animal Behavior & CognitionPLoS Computational BiologyPeer-reviewedMar 6, 2026

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.

2 citationstop 3%

behavioral assaydeep learning

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