Nearly-tight VC-dimension and Pseudodimension Bounds for Piecewise Linear Neural Networks. Bartlett, P. L., Harvey, N., Liaw, C., & Mehrabian, A. Journal of Machine Learning Research, 20(63):1–17, 2019.
Nearly-tight VC-dimension and Pseudodimension Bounds for Piecewise Linear Neural Networks [link]Paper  bibtex   
@article{bartlett-et-al-jmlr19,
  author  = {Peter L. Bartlett and Nick Harvey and Christopher Liaw and Abbas Mehrabian},
  title   = {Nearly-tight VC-dimension and Pseudodimension Bounds for Piecewise Linear Neural Networks},
  journal = {Journal of Machine Learning Research},
  year    = {2019},
  volume  = {20},
  number  = {63},
  pages   = {1--17},
  url     = {http://jmlr.org/papers/v20/17-612.html}
}

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