310 citations · 584 across the 20 of their papers we have counts for
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q-bio.NC2022★ 16 cited
Linear Classification of Neural Manifolds with Correlated Variability
Albert J. Wakhloo, Tamara J. Sussman, SueYeon Chung
Understanding how the statistical and geometric properties of neural activity relate to performance is a key problem in theoretical neuroscience and deep learning. Here, we calcula…
stat.ML2022
The Implicit Bias of Gradient Descent on Generalized Gated Linear Networks
Samuel Lippl, L. F. Abbott, SueYeon Chung
Understanding the asymptotic behavior of gradient-descent training of deep neural networks is essential for revealing inductive biases and improving network performance. We derive…