On-chip photonic convolutional accelerator for image processing

Junwei Cheng; Yuhe Zhao; Yanxian Wei; Wenkai Zhang; Hailong Zhou; Dongmei Huang; Feng Li; Ping Kong Alexander Wai; Jianji Dong; Xinliang Zhang

doi:10.1364/OECC.2021.W4C.6

On-chip photonic convolutional accelerator for image processing

Junwei Cheng
, Yuhe Zhao
, Yanxian Wei
, Wenkai Zhang
, Hailong Zhou
, Dongmei Huang
, Feng Li
, Ping Kong Alexander Wai
, Jianji Dong
, Xinliang Zhang

The Hong Kong Polytechnic University

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

2 Citations (Scopus)

Abstract

We demonstrate an on-chip photonic convolutional accelerator, which can perform configurable optical convolution operations to achieve specific image processing. It indicates great potential for on-chip image processing in AI hardware acceleration.

Original language	English
Title of host publication	2021 Opto-Electronics and Communications Conference, OECC 2021
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1-3
Number of pages	3
ISBN (Electronic)	9781943580927
DOIs	https://doi.org/10.1364/OECC.2021.W4C.6
Publication status	Published - Jul 2021
Event	2021 Opto-Electronics and Communications Conference, OECC 2021 - Hong Kong, Hong Kong Duration: 3 Jul 2021 → 7 Jul 2021

Publication series

Name	2021 Opto-Electronics and Communications Conference, OECC 2021

Conference

Conference	2021 Opto-Electronics and Communications Conference, OECC 2021
Country/Territory	Hong Kong
City	Hong Kong
Period	3/07/21 → 7/07/21

ASJC Scopus subject areas

Computer Networks and Communications
Electrical and Electronic Engineering
Electronic, Optical and Magnetic Materials
Atomic and Molecular Physics, and Optics
Artificial Intelligence

More information

10.1364/OECC.2021.W4C.6

Cite this

Cheng, J., Zhao, Y., Wei, Y., Zhang, W., Zhou, H., Huang, D., Li, F., Wai, P. K. A., Dong, J., & Zhang, X. (2021). On-chip photonic convolutional accelerator for image processing. In 2021 Opto-Electronics and Communications Conference, OECC 2021 (pp. 1-3). (2021 Opto-Electronics and Communications Conference, OECC 2021). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1364/OECC.2021.W4C.6

@inproceedings{d4e29523f230447aae0af984afb2307d,

title = "On-chip photonic convolutional accelerator for image processing",

abstract = "We demonstrate an on-chip photonic convolutional accelerator, which can perform configurable optical convolution operations to achieve specific image processing. It indicates great potential for on-chip image processing in AI hardware acceleration.",

author = "Junwei Cheng and Yuhe Zhao and Yanxian Wei and Wenkai Zhang and Hailong Zhou and Dongmei Huang and Feng Li and Wai, \{Ping Kong Alexander\} and Jianji Dong and Xinliang Zhang",

note = "Publisher Copyright: {\textcopyright} 2021 The Author(s) ; 2021 Opto-Electronics and Communications Conference, OECC 2021 ; Conference date: 03-07-2021 Through 07-07-2021",

year = "2021",

month = jul,

doi = "10.1364/OECC.2021.W4C.6",

language = "English",

series = "2021 Opto-Electronics and Communications Conference, OECC 2021",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "1--3",

booktitle = "2021 Opto-Electronics and Communications Conference, OECC 2021",

}

Cheng, J, Zhao, Y, Wei, Y, Zhang, W, Zhou, H, Huang, D, Li, F, Wai, PKA, Dong, J & Zhang, X 2021, On-chip photonic convolutional accelerator for image processing. in 2021 Opto-Electronics and Communications Conference, OECC 2021. 2021 Opto-Electronics and Communications Conference, OECC 2021, Institute of Electrical and Electronics Engineers Inc., pp. 1-3, 2021 Opto-Electronics and Communications Conference, OECC 2021, Hong Kong, Hong Kong, 3/07/21. https://doi.org/10.1364/OECC.2021.W4C.6

On-chip photonic convolutional accelerator for image processing. / Cheng, Junwei; Zhao, Yuhe; Wei, Yanxian et al.
2021 Opto-Electronics and Communications Conference, OECC 2021. Institute of Electrical and Electronics Engineers Inc., 2021. p. 1-3 (2021 Opto-Electronics and Communications Conference, OECC 2021).

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

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AU - Zhao, Yuhe

AU - Wei, Yanxian

AU - Zhang, Wenkai

AU - Zhou, Hailong

AU - Huang, Dongmei

AU - Li, Feng

AU - Wai, Ping Kong Alexander

AU - Dong, Jianji

AU - Zhang, Xinliang

PY - 2021/7

Y1 - 2021/7

N2 - We demonstrate an on-chip photonic convolutional accelerator, which can perform configurable optical convolution operations to achieve specific image processing. It indicates great potential for on-chip image processing in AI hardware acceleration.

AB - We demonstrate an on-chip photonic convolutional accelerator, which can perform configurable optical convolution operations to achieve specific image processing. It indicates great potential for on-chip image processing in AI hardware acceleration.

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U2 - 10.1364/OECC.2021.W4C.6

DO - 10.1364/OECC.2021.W4C.6

M3 - Conference article published in proceeding or book

AN - SCOPUS:86000435745

T3 - 2021 Opto-Electronics and Communications Conference, OECC 2021

SP - 1

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BT - 2021 Opto-Electronics and Communications Conference, OECC 2021

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2021 Opto-Electronics and Communications Conference, OECC 2021

Y2 - 3 July 2021 through 7 July 2021

ER -

On-chip photonic convolutional accelerator for image processing

Abstract

Publication series

Conference

ASJC Scopus subject areas

More information

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