Multi-layer Nonlinear Lensless Opto-electrical Neural Network with Quantum Dot Activation

Wanxin Shi; Zheng Huang; Xi Jiang; Xue Li; Yuyang Han; Sigang Yang; Haizheng Zhong; Hongwei Chen

Multi-layer Nonlinear Lensless Opto-electrical Neural Network with Quantum Dot Activation

Wanxin Shi, Zheng Huang, Xi Jiang, Xue Li, Yuyang Han, Sigang Yang, Haizheng Zhong, Hongwei Chen^*

^*Corresponding author for this work

Research output: Contribution to conference › Paper › peer-review

Abstract

The multi-layer nonlinear lensless opto-electrical neural network with quantum dot activation can complete effective multi-layer optical computing, improving the classification accuracy by an average of 13% and reducing the system size weight and energy consumption.

Original language	English
Publication status	Published - 2024
Externally published	Yes
Event	2024 Conference on Lasers and Electro-Optics/Pacific Rim, CLEO-PR 2024 - Incheon, Korea, Republic of Duration: 4 Aug 2024 → 8 Aug 2024

Conference

Conference	2024 Conference on Lasers and Electro-Optics/Pacific Rim, CLEO-PR 2024
Country/Territory	Korea, Republic of
City	Incheon
Period	4/08/24 → 8/08/24

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Cite this

@conference{7816fdc4b99f47dd9fa5a4622b5d77c1,

title = "Multi-layer Nonlinear Lensless Opto-electrical Neural Network with Quantum Dot Activation",

abstract = "The multi-layer nonlinear lensless opto-electrical neural network with quantum dot activation can complete effective multi-layer optical computing, improving the classification accuracy by an average of 13\% and reducing the system size weight and energy consumption.",

author = "Wanxin Shi and Zheng Huang and Xi Jiang and Xue Li and Yuyang Han and Sigang Yang and Haizheng Zhong and Hongwei Chen",

note = "Publisher Copyright: {\textcopyright} 2024 The Author(s); 2024 Conference on Lasers and Electro-Optics/Pacific Rim, CLEO-PR 2024 ; Conference date: 04-08-2024 Through 08-08-2024",

year = "2024",

language = "English",

}

TY - CONF

T1 - Multi-layer Nonlinear Lensless Opto-electrical Neural Network with Quantum Dot Activation

AU - Shi, Wanxin

AU - Huang, Zheng

AU - Jiang, Xi

AU - Li, Xue

AU - Han, Yuyang

AU - Yang, Sigang

AU - Zhong, Haizheng

AU - Chen, Hongwei

PY - 2024

Y1 - 2024

N2 - The multi-layer nonlinear lensless opto-electrical neural network with quantum dot activation can complete effective multi-layer optical computing, improving the classification accuracy by an average of 13% and reducing the system size weight and energy consumption.

AB - The multi-layer nonlinear lensless opto-electrical neural network with quantum dot activation can complete effective multi-layer optical computing, improving the classification accuracy by an average of 13% and reducing the system size weight and energy consumption.

UR - https://www.scopus.com/pages/publications/85216107232

M3 - Paper

AN - SCOPUS:85216107232

T2 - 2024 Conference on Lasers and Electro-Optics/Pacific Rim, CLEO-PR 2024

Y2 - 4 August 2024 through 8 August 2024

ER -

Multi-layer Nonlinear Lensless Opto-electrical Neural Network with Quantum Dot Activation

Abstract

Conference

UN SDGs

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