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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：71/2  |  提交时间：2023/06/12
optical convolution computation  optoelectronic convolutional neural network  lensless analog convolution processor  diffractive phase mask  
Visual attention-based siamese CNN with SoftmaxFocal loss for laser-induced damage change detection of optical elements 期刊论文
NEUROCOMPUTING, 2023, 卷号: 517
作者:  Kou, Jingwei;  Zhan, Tao;  Zhou, Deyun;  Xie, Yu;  Da, Zhengshang;  Gong, Maoguo
Adobe PDF(2924Kb)  |  收藏  |  浏览/下载：108/1  |  提交时间：2022/12/02
Laser-induced damage  Change detection  Siamese convolutional neural network  Visual attention mechanism  SoftmaxFocal loss  
Compact lensless optoelectronic convolutional neural network for image classification 会议论文
Fourteenth International Conference on Information Optics and Photonics, CIOP 2023, Xi'an, China, 2023-08-07
作者:  Zhang, Zaikun;  Da, Zhengshang;  Kong, Depeng;  Wang, Ruiduo;  Mu, Qiyuan;  Wang, Shijie;  Geng, Yi;  He, Zhengquan
Adobe PDF(7860Kb)  |  收藏  |  浏览/下载：53/0  |  提交时间：2024/01/09
free-space optical neural network  lensless convolution processor  optoelectronic convolutional neural network  image classification  diffractive phase mask  
The laser-induced damage change detection for optical elements using siamese convolutional neural networks 期刊论文
Applied Soft Computing, 2020, 卷号: 87, 页码: 106015
作者:  Jingwei Kou;  Tao Zhan;  Deyun Zhou;  Wei Wang;  Zhengshang Da;  Maoguo Gong
Adobe PDF(3157Kb)  |  收藏  |  浏览/下载：236/1  |  提交时间：2020/01/04
Laser-induced Damage  Change Detection  Siamese Convolutional Neural Network  Weighted Softmax Loss