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Alex H. Williams

10 papers hereh-index 192.1k citations51 works total

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

author position
  • sole author1
  • first author3
  • middle author3
  • last author3

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

fields
  • cs.LG3
  • stat.ML3
  • q-bio.NC2
  • stat.AP1
  • stat.ME1
same name
  • Alex H. Williams — 12 papers, h 7
  • Alex H. Williams — 2 papers, 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
20192026
most citedUniversality and individuality in neural dynamics across large populations of recurrent networks

38 citations · 110 across the 9 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

stat.ML2021★ 21 cited

Generalized Shape Metrics on Neural Representations

Alex H. Williams, Erin Kunz, Simon Kornblith +1

Understanding the operation of biological and artificial networks remains a difficult and important challenge. To identify general principles, researchers are increasingly interest…

q-bio.NC2021

Statistical Neuroscience in the Single Trial Limit

Alex H. Williams, Scott W. Linderman

Individual neurons often produce highly variable responses over nominally identical trials, reflecting a mixture of intrinsic "noise" and systematic changes in the animal's cogniti…

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