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researcher

Takuya Ito

4 papers hereh-index 172k citations37 works total

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

author position
  • first author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cond-mat.str-el2
  • q-bio.NC2
same name
  • Takuya Ito — 7 papers, h 3
  • Takuya Ito — 1 paper, h 3
  • Takuya Ito — 1 paper, h 9

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
20182022
most citedCompositional generalization through abstract representations in human and artificial neural networks

31 citations · 58 across the 4 of their papers we have counts for

collaborators
Showing 2022Show all

1 paper · 1 filter

q-bio.NC2022★ 31 cited

Compositional generalization through abstract representations in human and artificial neural networks

Takuya Ito, Tim Klinger, Douglas H. Schultz +3

Humans have a remarkable ability to rapidly generalize to new tasks that is difficult to reproduce in artificial learning systems. Compositionality has been proposed as a key mecha…

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