Understanding Deep Learning: Expected Spanning Dimension and Controlling the Flexibility of Neural Networks

David Berthiaume, Randy C. Paffenroth, Lei Guo. Understanding Deep Learning: Expected Spanning Dimension and Controlling the Flexibility of Neural Networks. Frontiers Appl. Math. Stat., 6:572539, 2020. [doi]

@article{BerthiaumePG20,
  title = {Understanding Deep Learning: Expected Spanning Dimension and Controlling the Flexibility of Neural Networks},
  author = {David Berthiaume and Randy C. Paffenroth and Lei Guo},
  year = {2020},
  doi = {10.3389/fams.2020.572539},
  url = {https://doi.org/10.3389/fams.2020.572539},
  researchr = {https://researchr.org/publication/BerthiaumePG20},
  cites = {0},
  citedby = {0},
  journal = {Frontiers Appl. Math. Stat.},
  volume = {6},
  pages = {572539},
}