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researcher

J. Hopfield

8 papers hereh-index 7632k citations263 works total

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

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

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • q-bio.NC2
  • cond-mat.mtrl-sci1
  • cs.CV1
  • cs.NE1
same name
  • J. Hopfield — 2 papers, h 7

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
20062020
most citedUnsupervised Learning by Competing Hidden Units

171 citations · 307 across the 8 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.