Author

Pavel Tolmachev

Princeton UniversityORCID 0000-0001-6024-0135Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:statistical model· 1

Frequent Co-Authors

Tatiana A. EngeliD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

1 paper

Recent·Most cited

NeuroscienceNature Machine IntelligencePeer-reviewedOct 20, 2025

Single-unit activations confer inductive biases for emergent circuit solutions to cognitive tasks

Pavel Tolmachev, Tatiana A. Engel

This study shows that single-unit activation functions in RNNs influence circuit solutions and generalization behavior on cognitive tasks.

7 citations

statistical model

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