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Andrew M. Saxe

27 papers hereh-index 277.6k citations63 works total

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

author position
  • first author5
  • middle author13
  • last author9

Across the 27 of 27 papers where every author was matched, so the position is known.

fields
  • cs.LG11
  • stat.ML6
  • q-bio.NC4
  • cs.AI3
  • cs.NE3
same name
  • Andrew M. Saxe — 7 papers, h 4
  • Andrew M. Saxe — 7 papers, h 4
  • Andrew M. Saxe — 5 papers, h 2
  • Andrew M. Saxe — 5 papers, h 4
  • Andrew M. Saxe — 4 papers, h 4
  • Andrew M. Saxe — 1 paper, h 1

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
20132026
most citedExact solutions to the nonlinear dynamics of learning in deep linear neural networks

978 citations · 1.6k across the 24 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

q-bio.NC2023★ 2 cited

Are task representations gated in macaque prefrontal cortex?

Timo Flesch, Valerio Mante, William Newsome +3

A recent paper (Flesch et al, 2022) describes behavioural and neural data suggesting that task representations are gated in the prefrontal cortex in both humans and macaques. This…

cs.AI2023★ 6 cited

Abrupt and spontaneous strategy switches emerge in simple regularised neural networks

Anika T. Löwe, Léo Touzo, Paul S. Muhle-Karbe +3

Humans sometimes have an insight that leads to a sudden and drastic performance improvement on the task they are working on. Sudden strategy adaptations are often linked to insight…

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