Approximation Speed of Quantized Versus Unquantized ReLU Neural Networks and Beyond

Antoine Gonon, Nicolas Brisebarre, Rémi Gribonval, Elisa Riccietti. Approximation Speed of Quantized Versus Unquantized ReLU Neural Networks and Beyond. IEEE Transactions on Information Theory, 69(6):3960-3977, June 2023. [doi]

@article{GononBGR23,
  title = {Approximation Speed of Quantized Versus Unquantized ReLU Neural Networks and Beyond},
  author = {Antoine Gonon and Nicolas Brisebarre and Rémi Gribonval and Elisa Riccietti},
  year = {2023},
  month = {June},
  doi = {10.1109/TIT.2023.3240360},
  url = {https://doi.org/10.1109/TIT.2023.3240360},
  researchr = {https://researchr.org/publication/GononBGR23},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Information Theory},
  volume = {69},
  number = {6},
  pages = {3960-3977},
}