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Gengshuo Tian

University of Chicago

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Approach:statistical model· 1

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Brent DoironiD· 1 shared Juliet Jiang· 1 shared

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Brent DoironORCID

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Recent·Most cited

Operator-valued free probability applied to recurrent neural networks with heterogeneity in local and global circuit structures

Juliet Jiang, Gengshuo Tian, Brent Doiron

This paper uses operator-valued free probability to analyze how global and local circuit structures affect population activity dimensionality in recurrent neural networks with heterogeneous gains.

bioRxiv · Oct 15, 2026 · PreprintNeuroscience