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Deep-Mapping-Regression-Model

DMRM for diffractive optical neural network

code and file for "C-DONN: compact diffractive optical neural network with deep learning regression"

  1. ComplexPyTorch folder is the Library essential for the network
  2. complex_fitting_50.py is the ket code for training: you can change the parameters and your training goal here
  3. model.py and modelpred.py is the prediction code
  4. matpy.m is the matlab-python interface
  5. test.m is the testing code
  6. test_data.mat is 20 samples for testing

here we offer a basic weight file in release, for further research and different mission, please train your own net by the method in the paper.

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DMRM for diffractive optical neural network

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