Deep_Learning_Schemes

所属分类:人工智能/神经网络/深度学习
开发工具:matlab
文件大小:32530KB
下载次数:8
上传日期:2022-05-26 02:29:51
上 传 者sh-1993
说明:  深度学习方案,全波非线性逆散射问题的深度学习方案
(Deep_Learning_Schemes,Deep-Learning Schemes for Full-Wave Nonlinear Inverse Scattering Problems)

文件列表:
EsT.mat (7870138, 2022-05-26)
GP.mat (40474, 2022-05-26)
GP_test.mat (245803, 2022-05-26)
U_net.mlx (52027, 2022-05-26)
draww.m (784, 2022-05-26)
main.mlx (143984, 2022-05-26)
netpred.mat (10766200, 2022-05-26)
permittivityBP.mat (3705704, 2022-05-26)
permittivityDC_test.mat (10746421, 2022-05-26)
true.mat (252454, 2022-05-26)

# Deep-Learning-Schemes Deep-Learning Schemes for Full-Wave Nonlinear Inverse Scattering Problems Paper:https://ieeexplore.ieee.org/document/8476623 because the permittivityDC file is too big can't upload to the git. https://drive.google.com/drive/folders/1WRRbLeNAuYvg83yZqjNujFoOyyOmmVxJ #U-NET 架構圖 > ![image](https://user-images.githubusercontent.com/99627872/168261977-a02f008b-cd***-451b-b574-4344c7a93cb5.png) > #Matlab U-NET 架構圖 > ![U-NET](https://user-images.githubusercontent.com/99627872/168262004-21250278-911a-467c-852a-04eec099786e.png) #Training Parameter > ![image](https://user-images.githubusercontent.com/99627872/168262034-e8100a5a-525c-4707-b6a4-885aa08829ff.png) #Training On Single GPU > ![image](https://user-images.githubusercontent.com/99627872/168266740-2bf17345-c7ff-4179-bd44-d59b82df7e32.png) #Using On Permittivity > ![image](https://user-images.githubusercontent.com/99627872/170402609-7568d8d6-dbd7-4f90-95ae-d46f9e221b07.png) > > ![image](https://user-images.githubusercontent.com/99627872/170402391-4b724811-7fe7-4c50-90fc-dd7d68c5c0d7.png) #Using On MNIST

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