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researcher

C. Summerfield

12 papers hereh-index 5115.3k citations133 works total

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

author position
  • middle author7
  • last author4

Across the 11 of 12 papers where every author was matched, so the position is known.

fields
  • q-bio.NC5
  • cs.AI4
  • cs.MA2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20162023
most citedUnsupervised deep learning identifies semantic disentanglement in single inferotemporal neurons

161 citations · 305 across the 11 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

q-bio.NC2020★ 161 cited

Unsupervised deep learning identifies semantic disentanglement in single inferotemporal neurons

Irina Higgins, Le Chang, Victoria Langston +4

Deep supervised neural networks trained to classify objects have emerged as popular models of computation in the primate ventral stream. These models represent information with a h…

q-bio.NC2020★ 8 cited

If deep learning is the answer, then what is the question?

Andrew Saxe, Stephanie Nelli, Christopher Summerfield

Neuroscience research is undergoing a minor revolution. Recent advances in machine learning and artificial intelligence (AI) research have opened up new ways of thinking about neur…

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