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researcher

D. Krotov

20 papers hereh-index 171.9k citations30 works total

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

author position
  • sole author1
  • first author9
  • middle author6
  • last author4

Across the 20 of 20 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • hep-th5
  • cs.NE4
  • cond-mat.mtrl-sci1
  • cs.CL1
  • cs.CV1
same name
  • D. Krotov — 78 papers, h 15
  • D. Krotov — 4 papers, h 3

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
20042023
most citedUnsupervised Learning by Competing Hidden Units

171 citations · 686 across the 20 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

cs.LG2018★ 171 cited

Unsupervised Learning by Competing Hidden Units

Dmitry Krotov, John Hopfield

It is widely believed that the backpropagation algorithm is essential for learning good feature detectors in early layers of artificial neural networks, so that these detectors are…

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