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researcher

B. Machta

43 papers hereh-index 212.7k citations107 works total

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

author position
  • sole author1
  • first author5
  • middle author15
  • last author20

Across the 41 of 43 papers where every author was matched, so the position is known.

fields
  • physics.bio-ph17
  • cond-mat.stat-mech15
  • cond-mat.soft2
  • cs.LG2
  • q-bio.BM2
  • physics.data-an1

identity via Semantic Scholar / OpenAlex

activity
20042026
most citedCorrelation functions quantify super-resolution images and estimate apparent clustering due to over-counting

316 citations · 2.3k across the 42 of their papers we have counts for

collaborators
Showing 2026 · cs.LGShow all

1 paper · 2 filters

cs.LG2026

An all-transistor physical-learning transformer can be trained to perform in-context learning

Michael C. Abbott, Benjamin B. Machta

Most systems trained by equilibrium propagation or coupled learning are in the same class as multi-layer perceptrons: while they may be universal function approximators, they strug…

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