Author

Martin J. Falk

University of ChicagoORCID 0000-0002-8425-1418Unclaimed ORCID profile · follow to get notified of new preprints

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Systems Biology· 1

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Approach:statistical model· 1

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Arvind MuruganiD· 1 shared Kristina TrifonovaiD· 1 shared Mason N. RouchesiD· 1 shared Michael B. ElowitziD· 1 shared Suriyanarayanan VaikuntanathaniD· 1 shared

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Arvind MuruganORCID

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1 paper

Recent·Most cited

Systems BiologybioRxivPreprintMay 27, 2026

Trainable computation in molecular networks

Kristina Trifonova, Martin J. Falk, Mason N. Rouches…·Arvind Murugan

The paper identifies a molecular mechanism for non-genetic learning in single cells using reversible interaction networks and autoregulatory training rules.

7 citations

statistical model

𝕏 PostBluesky