Author

Timothy A Machado

Columbia UniversityORCID 0000-0003-3762-1460Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Approach:benchmark study· 1 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Assay:electrophysiology· 1 Approach:experimental assay· 1 Assay:imaging· 1 Organism:mouse· 1

Frequent Co-Authors

Andreas Savas ToliasiD· 1 shared Artur SpeiseriD· 1 shared Ben Bolte· 1 shared Brady Liu· 1 shared Chandan Kadur· 1 shared Dario L. RingachiD· 1 shared Emmanouil FroudarakisiD· 1 shared Jacob ReimeriD· 1 shared

Activity by Year

2018-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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1 shared paperNeuroscience

Andreas Savas ToliasORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintNov 6, 2026

Motivation-dependent communication between cortex and brainstem

Timothy A Machado, Yiming Chen, Manuel Beiran…·Karl Deisseroth

The paper investigates how motivational context affects cortico-medullary communication during different types of licking behavior in mice.

DOI 10.64898/2026.11.05.764652

mouseelectrophysiology

𝕏 PostBluesky

NeurosciencePLoS Computational BiologyPeer-reviewedMay 21, 2018

Community-based benchmarking improves spike rate inference from two-photon calcium imaging data

Philipp Berens, Jeremy Freeman, Thomas Deneux…·Matthias Bethge

The paper benchmarks spike rate inference algorithms for two-photon calcium imaging data and finds that top-performing algorithms show high correlation despite diverse approaches.

175 citationstop 1%

imagingbenchmark study

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