Ensemble learning of diffractive optical neural networks

Md Sadman Sakib Rahman; Jingxi Li; Deniz Mengu; Yair Rivenson; Aydogan Ozcan

Ensemble learning of diffractive optical neural networks

Md Sadman Sakib Rahman
, Jingxi Li
, Deniz Mengu
, Yair Rivenson
, Aydogan Ozcan

Research output: Contribution to journal › Conference article › peer-review

Abstract

We report ensemble learning of diffractive optical neural networks that result in substantial improvements in the all-optical image classification accuracy of the resulting models.

Original language	English
Article number	CM6B.2
Journal	Optics InfoBase Conference Papers
State	Published - 1 Jan 2021
Externally published	Yes
Event	Computational Optical Sensing and Imaging, COSI 2021 - Part of OSA Imaging and Applied Optics Congress 2021 - Virtual, Online, United States Duration: 19 Jul 2021 → 23 Jul 2021

ASJC Scopus subject areas

Electronic, Optical and Magnetic Materials
Mechanics of Materials

Cite this

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title = "Ensemble learning of diffractive optical neural networks",

abstract = "We report ensemble learning of diffractive optical neural networks that result in substantial improvements in the all-optical image classification accuracy of the resulting models.",

author = "Rahman, \{Md Sadman Sakib\} and Jingxi Li and Deniz Mengu and Yair Rivenson and Aydogan Ozcan",

note = "Publisher Copyright: {\textcopyright} OSA 2021, {\textcopyright} 2021 The Author(s); Computational Optical Sensing and Imaging, COSI 2021 - Part of OSA Imaging and Applied Optics Congress 2021 ; Conference date: 19-07-2021 Through 23-07-2021",

year = "2021",

month = jan,

day = "1",

language = "English",

journal = "Optics InfoBase Conference Papers",

issn = "2162-2701",

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TY - JOUR

T1 - Ensemble learning of diffractive optical neural networks

AU - Rahman, Md Sadman Sakib

AU - Li, Jingxi

AU - Mengu, Deniz

AU - Rivenson, Yair

AU - Ozcan, Aydogan

PY - 2021/1/1

Y1 - 2021/1/1

N2 - We report ensemble learning of diffractive optical neural networks that result in substantial improvements in the all-optical image classification accuracy of the resulting models.

AB - We report ensemble learning of diffractive optical neural networks that result in substantial improvements in the all-optical image classification accuracy of the resulting models.

UR - https://www.scopus.com/pages/publications/85119489325

M3 - Conference article

AN - SCOPUS:85119489325

SN - 2162-2701

JO - Optics InfoBase Conference Papers

JF - Optics InfoBase Conference Papers

M1 - CM6B.2

T2 - Computational Optical Sensing and Imaging, COSI 2021 - Part of OSA Imaging and Applied Optics Congress 2021

Y2 - 19 July 2021 through 23 July 2021

ER -

Ensemble learning of diffractive optical neural networks

Abstract

ASJC Scopus subject areas

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