Understanding Convolutional Neural Networks With Information Theory: An Initial Exploration

Shujian Yu, Kristoffer Wickstrøm, Robert Jenssen, José C. Príncipe. Understanding Convolutional Neural Networks With Information Theory: An Initial Exploration. IEEE Transactions on Neural Networks, 32(1):435-442, 2021. [doi]

@article{YuWJP21,
  title = {Understanding Convolutional Neural Networks With Information Theory: An Initial Exploration},
  author = {Shujian Yu and Kristoffer Wickstrøm and Robert Jenssen and José C. Príncipe},
  year = {2021},
  doi = {10.1109/TNNLS.2020.2968509},
  url = {https://doi.org/10.1109/TNNLS.2020.2968509},
  researchr = {https://researchr.org/publication/YuWJP21},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Neural Networks},
  volume = {32},
  number = {1},
  pages = {435-442},
}