Author

Shivang Rawat

Courant Institute of Mathematical SciencesORCID 0009-0009-7282-6884Unclaimed ORCID profile · follow to get notified of new preprints

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Neuroscience· 2

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Approach:statistical model· 2

Frequent Co-Authors

David J. HeegeriD· 2 shared Stefano MartinianiiD· 2 shared Asit PaliD· 1 shared Flaviano MoroneiD· 1 shared

Activity by Year

2025-2026 · peak 1/yr

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4 top collaborators · 5 mutual co-author links

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2 shared papersNeuroscience

David J. HeegerORCID

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2 papers

Recent·Most cited

NeuroscienceProceedings of the National Academy of SciencesPeer-reviewedJul 23, 2026

Stabilization of recurrent neural networks through divisive normalization

Flaviano Morone, Shivang Rawat, David J. Heeger, Stefano Martiniani

This paper shows that divisive normalization can stabilize recurrent neural networks with strong recurrent connections, preventing instability through critical slowing down.

1 citation

statistical model

𝕏 PostBluesky

NeurosciencebioRxivPreprintJul 15, 2025

Hierarchical Neural Circuit Theory of Normalization and Inter-areal Communication

Asit Pal, Shivang Rawat, David J. Heeger, Stefano Martiniani

This paper develops a hierarchical neural circuit theory that explains normalization and inter-areal communication through feedback connections and validates it with simulations and spectral analysis.

DOI 10.1101/2025.07.15.664935

statistical model

𝕏 PostBluesky