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Ensemble learning of diffractive optical networks

Ensemble learning of diffractive optical networks

15 September 2020
Md. Sadman Sakib Rahman
Jingxi Li
Deniz Mengu
Y. Rivenson
Aydogan Ozcan
ArXiv (abs)PDFHTML

Papers citing "Ensemble learning of diffractive optical networks"

14 / 14 papers shown
Title
Rubik's Optical Neural Networks: Multi-task Learning with Physics-aware
  Rotation Architecture
Rubik's Optical Neural Networks: Multi-task Learning with Physics-aware Rotation Architecture
Yingjie Li
Weilu Gao
Cunxi Yu
110
5
0
25 Apr 2023
Misaligned orientations of 4f optical neural network for image
  classification accuracy on various datasets
Misaligned orientations of 4f optical neural network for image classification accuracy on various datasets
Yanbing Liu
Wei Li
Kun Cheng
Xun Liu
Wei Yang
95
0
0
05 Oct 2022
Physics-aware Differentiable Discrete Codesign for Diffractive Optical
  Neural Networks
Physics-aware Differentiable Discrete Codesign for Diffractive Optical Neural Networks
Yingjie Li
Ruiyang Chen
Weilu Gao
Cunxi Yu
115
13
0
28 Sep 2022
Time-lapse image classification using a diffractive neural network
Time-lapse image classification using a diffractive neural network
Md. Sadman Sakib Rahman
Aydogan Ozcan
75
17
0
23 Aug 2022
Massively Parallel Universal Linear Transformations using a
  Wavelength-Multiplexed Diffractive Optical Network
Massively Parallel Universal Linear Transformations using a Wavelength-Multiplexed Diffractive Optical Network
Jingxi Li
Bijie Bai
Yilin Luo
Aydogan Ozcan
100
55
0
13 Aug 2022
All-optical image classification through unknown random diffusers using
  a single-pixel diffractive network
All-optical image classification through unknown random diffusers using a single-pixel diffractive network
Yilin Luo
Bijie Bai
Yuhang Li
Ege Cetintas
Aydogan Ozcan
DiffM
92
53
0
08 Aug 2022
Analysis of Diffractive Neural Networks for Seeing Through Random
  Diffusers
Analysis of Diffractive Neural Networks for Seeing Through Random Diffusers
Yuhang Li
Yilin Luo
Bijie Bai
Aydogan Ozcan
DiffM
96
13
0
01 May 2022
All-optical graph representation learning using integrated diffractive
  photonic computing units
All-optical graph representation learning using integrated diffractive photonic computing units
Tao Yan
Rui Yang
Ziyang Zheng
Xing Lin
H. Xiong
Qionghai Dai
GNN
85
64
0
23 Apr 2022
Polarization Multiplexed Diffractive Computing: All-Optical
  Implementation of a Group of Linear Transformations Through a
  Polarization-Encoded Diffractive Network
Polarization Multiplexed Diffractive Computing: All-Optical Implementation of a Group of Linear Transformations Through a Polarization-Encoded Diffractive Network
Jingxi Li
Yi-Chun Hung
Onur Kulce
Deniz Mengu
Aydogan Ozcan
119
76
0
25 Mar 2022
High Throughput Multi-Channel Parallelized Diffraction Convolutional
  Neural Network Accelerator
High Throughput Multi-Channel Parallelized Diffraction Convolutional Neural Network Accelerator
Zibo Hu
Shurui Li
Russell L. T. Schwartz
Maria Solyanik-Gorgone
M. Miscuglio
Puneet Gupta
V. Sorger
BDL
77
23
0
23 Dec 2021
All-Optical Synthesis of an Arbitrary Linear Transformation Using
  Diffractive Surfaces
All-Optical Synthesis of an Arbitrary Linear Transformation Using Diffractive Surfaces
Onur Kulce
Deniz Mengu
Y. Rivenson
Aydogan Ozcan
98
92
0
22 Aug 2021
Classification and reconstruction of spatially overlapping phase images
  using diffractive optical networks
Classification and reconstruction of spatially overlapping phase images using diffractive optical networks
Deniz Mengu
Muhammed Veli
Y. Rivenson
Aydogan Ozcan
110
25
0
18 Aug 2021
Real-time Multi-Task Diffractive Deep Neural Networks via
  Hardware-Software Co-design
Real-time Multi-Task Diffractive Deep Neural Networks via Hardware-Software Co-design
Yingjie Li
Ruiyang Chen
B. S. Rodriguez
Weilu Gao
Cunxi Yu
103
4
0
16 Dec 2020
Scale-, shift- and rotation-invariant diffractive optical networks
Scale-, shift- and rotation-invariant diffractive optical networks
Deniz Mengu
Y. Rivenson
Aydogan Ozcan
131
68
0
24 Oct 2020
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