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Connectivity Structure and Dynamics of Nonlinear Recurrent Neural Networks

Studies of the dynamics of nonlinear recurrent neural networks often assume independent and identically distributed couplings, but large-scale connectomics data indicate that biological neural circuits exhibit markedly different connectivity properties. These include rapidly decaying singular-value...

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Bibliographic Details
Main Authors: David G. Clark, Owen Marschall, Alexander van Meegen, Ashok Litwin-Kumar
Format: Artigo
Language:Inglês
Published: American Physical Society 2025-11-01
Series:Physical Review X
Online Access:http://doi.org/10.1103/2jt7-c8cq
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