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researcher

Takuma Sumi

4 papers hereh-index 5106 citations22 works total

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

author position
  • first author2
  • last author1

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • q-bio.NC2
  • eess.SP1
  • math.DS1

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedBiological neurons act as generalization filters in reservoir computing

69 citations · 81 across the 4 of their papers we have counts for

collaborators
Showing math.DSShow all

1 paper · 1 filter

math.DS2024

Reservoir computing with the Kuramoto model

Hayato Chiba, Koichi Taniguchi, Takuma Sumi

Reservoir computing aims to achieve high-performance and low-cost machine learning with a dynamical system as a reservoir. However, in general, there are almost no theoretical guid…

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