Search Results - "Zang, Yubin"

Photonic machine learning with on-chip diffractive optics by Fu, Tingzhao, Zang, Yubin, Huang, Yuyao, Du, Zhenmin, Huang, Honghao, Hu, Chengyang, Chen, Minghua, Yang, Sigang, Chen, Hongwei

“…Machine learning technologies have been extensively applied in high-performance information-processing fields. However, the computation rate of existing…”
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Implicit Adaptive Moment Estimation Method for On-Chip Metasurface Design and Optimization by Zang, Yubin, Li, Simin, Zhang, Fangzheng, Zhang, Zuxing, Chen, Hongwei

“…In this letter, we present a new implicit optimizing method for optical device's or system's design and optimization. This method, derived from the traditional…”
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On-chip photonic diffractive optical neural network based on a spatial domain electromagnetic propagation model by Fu, Tingzhao, Zang, Yubin, Huang, Honghao, Du, Zhenmin, Hu, Chengyang, Chen, Minghua, Yang, Sigang, Chen, Hongwei

“…An integrated physical diffractive optical neural network (DONN) is proposed based on a standard silicon-on-insulator (SOI) substrate. This DONN has compact…”
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Electro-Optical Neural Networks Based on Time-Stretch Method by Zang, Yubin, Chen, Minghua, Yang, Sigang, Chen, Hongwei

“…In this paper, a novel architecture of electro-optical neural networks based on the time-stretch method is proposed and numerically simulated. By stretching…”
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Principle-Driven Fiber Transmission Model Based on PINN Neural Network by Zang, Yubin, Yu, Zhenming, Xu, Kun, Lan, Xingzeng, Chen, Minghua, Yang, Sigang, Chen, Hongwei

“…In this paper, a novel principle-driven fiber transmission model based on physical induced neural network (PINN) is proposed. Unlike data-driven models which…”
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Data-driven fiber model based on the deep neural network with multi-head attention mechanism by Zang, Yubin, Yu, Zhenming, Xu, Kun, Chen, Minghua, Yang, Sigang, Chen, Hongwei

“…In this paper, we put forward a data-driven fiber model based on the deep neural network with multi-head attention mechanism. This model, which predicts signal…”
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Multi-Span Long-Haul Fiber Transmission Model Based on Cascaded Neural Networks With Multi-Head Attention Mechanism by Zang, Yubin, Yu, Zhenming, Xu, Kun, Chen, Minghua, Yang, Sigang, Chen, Hongwei

“…In this paper, a novelty fiber transmission model consisting of cascaded neural networks with the multi-head attention mechanism has been put forward to solve…”
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Optoelectronic convolutional neural networks based on time-stretch method by Zang, Yubin, Chen, Minghua, Yang, Sigang, Chen, Hongwei

“…In this paper, a new architecture of optoelectronic convolutional neural networks (CNNs) based on time-stretch method is proposed. In this loop-shaped…”
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Fiber communication receiver models based on the multi-head attention mechanism by Zang, Yubin, Yu, Zhenming, Xu, Kun, Chen, Minghua, Yang, Sigang, Chen, Hongwei

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Fiber neural networks for the intelligent optical fiber communications by Zang, Yubin, Zhang, Zuxing, Li, Simin, Zhang, Fangzheng, Chen, Hongwei

“…Optical neural networks have long cast attention nowadays. Like other optical structured neural networks, fiber neural networks which utilize the mechanism of…”
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Classification and Recognition of Fiber Optic Vibration Sensing Signals Based on Wavelet Packet Decomposition and 1D-CNN Algorithm by Chang, Hongqiang, Gu, Yu, Zang, Yubin, Wan, Hongdan

“…Algorithm using wavelet packet decomposition and 1D convolutional neural network is proposed to improve recognition accuracy of distributed fiber optic…”
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Fiber Transmission Model with Parameterized Inputs based on GPT-PINN Neural Network by Zang, Yubin, Hua, Boyu, Lin, Zhipeng, Zhang, Fangzheng, Li, Simin, Zhang, Zuxing, Chen, Hongwei

“…In this manuscript, a novelty principle driven fiber transmission model for short-distance transmission with parameterized inputs is put forward. By taking…”
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Principle Driven Parameterized Fiber Model based on GPT-PINN Neural Network by Zang, Yubin, Hua, Boyu, Tang, Zhenzhou, Lin, Zhipeng, Zhang, Fangzheng, Li, Simin, Zhang, Zuxing, Chen, Hongwei

“…In cater the need of Beyond 5G communications, large numbers of data driven artificial intelligence based fiber models has been put forward as to utilize…”
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Principle-driven Fiber Transmission Model based on PINN Neural Network by Zang, Yubin, Yu, Zhenming, Xu, Kun, Lan, Xingzeng, Chen, Minghua, Yang, Sigang, Chen, Hongwei

“…In this paper, a novel principle-driven fiber transmission model based on physical induced neural network (PINN) is proposed. Unlike data-driven models which…”
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High Accuracy Non Ambiguity ToF Lidar System Based on Pseudo-Random Noise Code and Phase Detection Method by Zang, Yubin, Chen, Hongwei, Yang, Sigang, Chen, Minghua

“…By utilizing PRN code and phase detection method under 1GHz sub-carrier modulation, an improved ToF Lidar is proposed which achieves millimeter accuracy under…”
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Electro-optical Neural Networks based on Time-stretch Method by Zang, Yubin, Chen, Minghua, Yang, Sigang, Chen, Hongwei

“…In this paper, a novel architecture of electro-optical neural networks based on the time-stretch method is proposed and numerically simulated. By stretching…”
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Universal Fiber Models based on PINN Neural Network by Zang, Yubin, Yu, Zhenming, Xu, Kun, Chen, Minghua, Yang, Sigang, Chen, Hongwei

“…We apply the PINN neural network in fields of communication fiber model to provide another way of researching pulse and signal evolution. This method can have…”
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