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All-optical neural network nonlinear activation function based on the optical bistability within a micro-ring resonator 期刊论文
Optics Communications, 2024, 卷号: 558
作者:  Zhang, Hui;  Wen, Jin;  Wu, Zhengwei;  Wang, Qian;  Yu, Huimin;  Zhang, Ying;  Pan, Yu;  Yin, Lan;  Wang, Chenglong;  Qu, Shuangchao
Adobe PDF(5029Kb)  |  收藏  |  浏览/下载：11/0  |  提交时间：2024/04/08
Micro-ring resonator  All-optical neural network  Bistability  Nonlinear activation function  
Multiple marine algae identification based on three-dimensional fluorescence spectroscopy and multi-label convolutional neural network 期刊论文
Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy, 2024, 卷号: 311
作者:  Li, Ruizhuo;  Gao, Limin;  Wu, Guojun;  Dong, Jing
Adobe PDF(2740Kb)  |  收藏  |  浏览/下载：12/0  |  提交时间：2024/04/08
Marine algae  Three-dimensional fluorescence spectroscopy  Convolutional neural network  Multi-label classification  
Inverse design of high efficiency and large bandwidth power splitter for arbitrary power ratio based on deep residual network 期刊论文
Optical and Quantum Electronics, 2024, 卷号: 56, 期号: 4
作者:  Wen, Jin;  Wu, Zhengwei;  Zhang, Hui;  Wang, Qian;  Yu, Huimin;  Zhang, Ying;  Pan, Yu;  Liu, Zhanzhi
Adobe PDF(2757Kb)  |  收藏  |  浏览/下载：34/1  |  提交时间：2024/03/07
Power splitter  Inverse design  Direct binary search  Neural network  
Rapid prediction of regenerator performance for regenerative cryogenics cryocooler based on convolutional neural network 期刊论文
INTERNATIONAL JOURNAL OF REFRIGERATION, 2024, 卷号: 158, 页码: 225-237
作者:  Chen, Xiantong;  Li, Shanshan;  Yu, Jun;  Yang, Sen;  Chen, Hao
Adobe PDF(4887Kb)  |  收藏  |  浏览/下载：24/0  |  提交时间：2024/02/29
Convolutional neural network  Deep learning  Regenerator  Cryogenic cooler  REGEN 3.3 software  
A Snapshot Multi-Spectral Demosaicing Method for Multi-Spectral Filter Array Images Based on Channel Attention Network 期刊论文
SENSORS, 2024, 卷号: 24, 期号: 3
作者:  Zhang, Xuejun;  Dai, Yidan;  Zhang, Geng;  Zhang, Xuemin;  Hu, Bingliang
Adobe PDF(2829Kb)  |  收藏  |  浏览/下载：24/0  |  提交时间：2024/03/15
multi-spectral filter array  demosaicing  convolution neural network  
Processing Accuracy of Microcomb-Based Microwave Photonic Signal Processors for Different Input Signal Waveforms 期刊论文
PHOTONICS, 2023, 卷号: 10, 期号: 11
作者:  Li, Yang;  Sun, Yang;  Wu, Jiayang;  Ren, Guanghui;  Corcoran, Bill;  Xu, Xingyuan;  Chu, Sai T.;  Little, Brent. E.;  Morandotti, Roberto;  Mitchell, Arnan;  Moss, David J.
Adobe PDF(3854Kb)  |  收藏  |  浏览/下载：46/1  |  提交时间：2024/01/03
lensless imaging  pix2pix  image restoration  multi-stage deep neural network  
Unsupervised real image super-resolution via knowledge distillation network 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2023, 卷号: 234
作者:  Yuan, Nianzeng;  Sun, Bangyong;  Zheng, Xiangtao
Adobe PDF(6023Kb)  |  收藏  |  浏览/下载：48/0  |  提交时间：2023/08/14
Super-resolution  Knowledge distillation  Degradation module  Convolutional neural network  
Compact lensless convolution processor for an optoelectronic convolutional neural network 期刊论文
JOURNAL OF PHYSICS D-APPLIED PHYSICS, 2023, 卷号: 56, 期号: 35
作者:  Zhang, Zaikun;  Kong, Depeng;  Da, Zhengshang;  Wang, Ruiduo;  Wang, Shijie;  Geng, Yi;  He, Zhengquan
Adobe PDF(7494Kb)  |  收藏  |  浏览/下载：63/2  |  提交时间：2023/06/12
optical convolution computation  optoelectronic convolutional neural network  lensless analog convolution processor  diffractive phase mask  
Motion Capture for Sporting Events Based on Graph Convolutional Neural Networks and Single Target Pose Estimation Algorithms 期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 13
作者:  Duan, Chengpeng;  Hu, Bingliang;  Liu, Wei;  Song, Jie
Adobe PDF(9092Kb)  |  收藏  |  浏览/下载：58/0  |  提交时间：2023/08/16
single-target pose estimation  graph convolutional neural network  deep learning  target detection  
Reconstruction of structured illumination microscopy with an untrained neural network 期刊论文
OPTICS COMMUNICATIONS, 2023, 卷号: 537
作者:  Liu, Xin;  Li, Jinze;  Fang, Xiang;  Li, Jiaoyue;  Zheng, Juanjuan;  Li, Jianlang;  Ali, Nauman;  Zuo, Chao;  Gao, Peng;  An, Sha
Adobe PDF(3641Kb)  |  收藏  |  浏览/下载：37/1  |  提交时间：2024/03/26
Structured illumination microscopy  Deep learning  Neural network  Super-resolution  Image reconstruction