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Biorxiv : the Preprint Server for Biology|August 12, 2025
Hierarchical Neural Circuit Theory of Normalization and Inter-areal CommunicationAsit Pal, Shivang Rawat, David J Heeger, et al.Advances in Neural Information Processing Systems|November 7, 2025
Unconditional stability of a recurrent neural circuit implementing divisive normalizationShivang Rawat, David J Heeger, Stefano MartinianiArxiv|October 14, 2024
Unconditional stability of a recurrent neural circuit implementing divisive normalizationShivang Rawat, David J Heeger, Stefano MartinianiBiorxiv : the Preprint Server for Biology|June 6, 2025
Stabilization of recurrent neural networks through divisive normalizationFlaviano Morone, Shivang Rawat, David J Heeger, et al.Proceedings of the National Academy of Sciences of the United States of America|July 23, 2026
Stabilization of recurrent neural networks through divisive normalizationFlaviano Morone, Shivang Rawat, David J Heeger, et al.Arxiv|January 18, 2024
Element-wise and Recursive Solutions for the Power Spectral Density of Biological Stochastic Dynamical Systems at Fixed PointsShivang Rawat, Stefano MartinianiPhysical Review Research|April 27, 2026
Element-wise and Recursive Solutions for the Power Spectral Density of Biological Stochastic Dynamical Systems at Fixed PointsShivang Rawat, Stefano MartinianiArxiv|September 22, 2025
Contrastive Self-Supervised Learning As Neural Manifold PackingGuanming Zhang, David J Heeger, Stefano MartinianiPhysical Review. E|July 24, 2026
Absorbing state dynamics of stochastic gradient descentGuanming Zhang, Stefano MartinianiPhysical Review. E|October 19, 2024
Fast generation of spectrally shaped disorderAaron Shih, Mathias Casiulis, Stefano MartinianiPageof 15