activity
20142023
most citedAll-Optical Machine Learning Using Diffractive Deep Neural Networks

2.6k citations · 3.7k across the 11 of their papers we have counts for

collaborators

11 papers

physics.optics2023★ 68 cited

Plasmonic photoconductive terahertz focal-plane array with pixel super-resolution

Xurong Li, Deniz Mengu, Aydogan Ozcan +1

Imaging systems operating in the terahertz part of the electromagnetic spectrum are in great demand because of the distinct characteristics of terahertz waves in penetrating many o…

physics.optics2023★ 73 cited

Rapid Sensing of Hidden Objects and Defects using a Single-Pixel Diffractive Terahertz Processor

Jingxi Li, Xurong Li, Nezih T. Yardimci +6

Terahertz waves offer numerous advantages for the nondestructive detection of hidden objects/defects in materials, as they can penetrate through most optically-opaque materials. Ho…

physics.optics2020★ 31 cited

Wavelength conversion through plasmon-coupled surface states

Deniz Turan, Ping Keng Lu, Nezih T. Yardimci +7

Surface states generally degrade semiconductor device performance by raising the charge injection barrier height, introducing localized trap states, inducing surface leakage curren…

physics.optics2020★ 178 cited

Terahertz Pulse Shaping Using Diffractive Surfaces

Muhammed Veli, Deniz Mengu, Nezih T. Yardimci +5

Recent advances in deep learning have been providing non-intuitive solutions to various inverse problems in optics. At the intersection of machine learning and optics, diffractive…

eess.IV2020★ 156 cited

Misalignment Resilient Diffractive Optical Networks

Deniz Mengu, Yifan Zhao, Nezih T. Yardimci +3

As an optical machine learning framework, Diffractive Deep Neural Networks (D2NN) take advantage of data-driven training methods used in deep learning to devise light-matter intera…

cs.CV2020★ 220 cited

Spectrally-Encoded Single-Pixel Machine Vision Using Diffractive Networks

Jingxi Li, Deniz Mengu, Nezih T. Yardimci +6

3D engineering of matter has opened up new avenues for designing systems that can perform various computational tasks through light-matter interaction. Here, we demonstrate the des…