Qianyi Li. Graduate student, Harvard University. Verified email at g.harvard.edu. theoretical neuroscience machine learning theory. Articles Cited by Public access. Title. Sort. Sort by citations Sort by year Sort by title. Cited by. Cited by. Year; Statistical mechanics of deep linear neural networks: The backpropagating kernel renormalization.

I am broadly interested in computational and theoretical neuroscience, understanding learning and information processing in the brain. For my graduate research, I am currently working on using statistical physics approach to understand performance and representations of some solvable deep network models.

Qianyi Li via Scopus - Elsevier Optimal compressed sensing strategies for an array of nonlinear olfactory receptor neurons with and without spontaneous activity Proceedings of the National Academy of Sciences of the United States of America

Qianyi Li, Harvard University: 5 Research papers. Research interest: Biophysics.

Qianyi Li PhD student, Harvard University, Harvard University. Joined ; May 2022

2020年12月7日 · View a PDF of the paper titled Statistical Mechanics of Deep Linear Neural Networks: The Back-Propagating Kernel Renormalization, by Qianyi Li and 1 other authors

2021年5月19日 · Professional title：Undergraduate(Integrated Science) Mail address：aria.lea_at_pku.edu.cn Current affiliation：Graduate...

2020年3月25日 · I am excited to announce a recent work with Harvard student Qianyi Li deriving exact Stat Mech theory of Deep Linear Neural Networks following supervised learning, revealing exquisite richness of generalization properties and layerwise representations http:// arxiv.org/abs/2012.04030