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L. Abbott

11 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 author4
  • last author6

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • q-bio.NC5
  • cs.NE2
  • cond-mat.dis-nn1
  • cs.LG1
  • nlin.CD1
  • stat.ML1
same name
  • L. Abbott — 1 paper, h 16
  • L. Abbott — 1 paper, h 5

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
20162023
most citedNeural population geometry: An approach for understanding biological and artificial neural networks

310 citations · 441 across the 6 of their papers we have counts for

collaborators
Showing 2021 · q-bio.NCShow all

2 papers · 2 filters

q-bio.NC2021★ 3 cited

Credit Assignment Through Broadcasting a Global Error Vector

David G. Clark, L. F. Abbott, SueYeon Chung

Backpropagation (BP) uses detailed, unit-specific feedback to train deep neural networks (DNNs) with remarkable success. That biological neural circuits appear to perform credit as…

q-bio.NC2021★ 310 cited

Neural population geometry: An approach for understanding biological and artificial neural networks

SueYeon Chung, L. F. Abbott

Advances in experimental neuroscience have transformed our ability to explore the structure and function of neural circuits. At the same time, advances in machine learning have unl…

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