Researching | Simulation and analysis of optical fully connected neural networks and optical convolutional neural networks

Optical Instruments, Volume. 47, Issue 2, 68(2025)

Simulation and analysis of optical fully connected neural networks and optical convolutional neural networks

Ben JIANG, Wei ZHANG^*, and Weiye PENG

Author Affiliations

School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China

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Figures & Tables(6)

Fig. 1. Maximum delay per layer of an optical convolutional neural network when the system input frequency is f系统输入频率为时光学卷积神经网络每层的最大延迟量

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Fig. 1. Neural network structure

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Fig. 2. Optical Neural Network Architecture

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Fig. 3. Optical matrix multiplier

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Fig. 4. Simulation of fully connected neural network

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Fig. 5. Convolutional neural network simulation

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Ben JIANG, Wei ZHANG, Weiye PENG. Simulation and analysis of optical fully connected neural networks and optical convolutional neural networks[J]. Optical Instruments, 2025, 47(2): 68

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Paper Information

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Received: Jan. 28, 2024

Accepted: --

Published Online: May. 30, 2025

The Author Email: Wei ZHANG (zwopt@qq.com)

DOI:10.3969/j.issn.1005-5630.202401280012

Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology