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researcher

Ilker Oguz

12 papers hereh-index 9654 citations34 works total

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

author position
  • first author4
  • middle author8

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

fields
  • physics.optics7
  • cs.ET2
  • cs.LG2
  • physics.app-ph1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedScalable Optical Learning Operator

187 citations · 221 across the 12 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

physics.optics2023★ 1 cited

Nonlinear Processing with Linear Optics

Mustafa Yildirim, Niyazi Ulas Dinc, Ilker Oguz +2

Deep neural networks have achieved remarkable breakthroughs by leveraging multiple layers of data processing to extract hidden representations, albeit at the cost of large electron…

cs.LG2023★ 1 cited

Forward-Forward Training of an Optical Neural Network

Ilker Oguz, Junjie Ke, Qifei Wang +6

Neural networks (NN) have demonstrated remarkable capabilities in various tasks, but their computation-intensive nature demands faster and more energy-efficient hardware implementa…

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