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researcher

L. Abbott

6 papers hereh-index 6630.4k citations161 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author3

Across the 5 of 6 papers where every author was matched, so the position is known.

fields
  • q-bio.NC2
  • cond-mat.dis-nn1
  • cs.NE1
  • nlin.CD1
  • stat.ML1
same name
  • L. Abbott — 1 paper, h 16

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedCredit Assignment Through Broadcasting a Global Error Vector

3 citations · 3 across the 2 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

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…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.