Genetic algorithm based deep learning neural network structure and hyperparameter optimization

HIGHLIGHTS

  • who: Sanghyeop Lee et al. from the Department of Nuclear Medicine, Dong-A University College of Medicine, have published the Article: Genetic Algorithm Based Deep Learning Neural Network Structure and Hyperparameter Optimization, in the Journal: (JOURNAL)
  • what: The main reason for this problem is that the performance of the Convolutional Neural Networks (CNN) differ greatly depending on the statistical distribution of the input dataset. The authors show the possibility of optimising the network architecture using GA where its search space includes both network structure configuration and hyperparameters. The authors show that the version of genetic . . .

     

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