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researcher

B. Scellier

21 papers hereh-index 172.5k citations24 works total

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

author position
  • sole author3
  • first author6
  • middle author6
  • last author6

Across the 21 of 21 papers where every author was matched, so the position is known.

fields
  • cs.LG11
  • cs.NE4
  • cond-mat.dis-nn2
  • cs.ET1
  • hep-th1
  • physics.app-ph1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedTraining End-to-End Analog Neural Networks with Equilibrium Propagation

41 citations · 152 across the 18 of their papers we have counts for

collaborators
Showing 2022 · cs.LGShow all

1 paper · 2 filters

cs.LG2022★ 4 cited

Agnostic Physics-Driven Deep Learning

Benjamin Scellier, Siddhartha Mishra, Yoshua Bengio +1

This work establishes that a physical system can perform statistical learning without gradient computations, via an Agnostic Equilibrium Propagation (Aeqprop) procedure that combin…

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