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T. Niiyama

19 papers hereh-index 10352 citations103 works total

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

author position
  • first author6
  • middle author12

Across the 18 of 19 papers where every author was matched, so the position is known.

fields
  • physics.optics6
  • cond-mat.mtrl-sci3
  • cond-mat.mes-hall2
  • physics.app-ph2
  • cond-mat.dis-nn1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

activity
20162026
most citedPhysical deep learning based on optimal control of dynamical systems

28 citations · 163 across the 19 of their papers we have counts for

collaborators
Showing physics.app-phShow all

2 papers · 1 filter

physics.app-ph2025★ 5 cited

Blending Optimal Control and Biologically Plausible Learning for Noise-Robust Physical Neural Networks

Satoshi Sunada, Tomoaki Niiyama, Kazutaka Kanno +4

The rapidly increasing computational demands for artificial intelligence (AI) have spurred the exploration of computing principles beyond conventional digital computers. Physical n…

physics.app-ph2019★ 5 cited

Lotka-Volterra competition mechanism embedded in a decision-making method

Tomoaki Niiyama, Genki Furuhata, Atsushi Uchida +2

Decision making is a fundamental capability of living organisms, and has recently been gaining increasing importance in many engineering applications. Here, we consider a simple de…

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