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researcher

D. Tweed

5 papers hereh-index 324.8k citations88 works total

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

author position
  • sole author1
  • middle author1
  • last author3

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • math.OC1
  • q-bio.NC1

identity via Semantic Scholar / OpenAlex

activity
20092021
most citedRandom feedback weights support learning in deep neural networks

87 citations · 159 across the 5 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.LG2019★ 70 cited

Deep Learning without Weight Transport

Mohamed Akrout, Collin Wilson, Peter C. Humphreys +2

Current algorithms for deep learning probably cannot run in the brain because they rely on weight transport, where forward-path neurons transmit their synaptic weights to a feedbac…

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