Compressing Low Precision Deep Neural Networks Using Sparsity-Induced Regularization in Ternary Networks

Julian Faraone, Nicholas J. Fraser, Giulio Gambardella, Michaela Blott, Philip Heng Wai Leong. Compressing Low Precision Deep Neural Networks Using Sparsity-Induced Regularization in Ternary Networks. In Derong Liu, Shengli Xie, Yuanqing Li, Dongbin Zhao, El-Sayed M. El-Alfy, editors, Neural Information Processing - 24th International Conference, ICONIP 2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part II. Volume 10635 of Lecture Notes in Computer Science, pages 393-404, Springer, 2017. [doi]

@inproceedings{FaraoneFGBL17,
  title = {Compressing Low Precision Deep Neural Networks Using Sparsity-Induced Regularization in Ternary Networks},
  author = {Julian Faraone and Nicholas J. Fraser and Giulio Gambardella and Michaela Blott and Philip Heng Wai Leong},
  year = {2017},
  doi = {10.1007/978-3-319-70096-0_41},
  url = {https://doi.org/10.1007/978-3-319-70096-0_41},
  researchr = {https://researchr.org/publication/FaraoneFGBL17},
  cites = {0},
  citedby = {0},
  pages = {393-404},
  booktitle = {Neural Information Processing - 24th International Conference, ICONIP 2017, Guangzhou, China, November 14-18, 2017, Proceedings, Part II},
  editor = {Derong Liu and Shengli Xie and Yuanqing Li and Dongbin Zhao and El-Sayed M. El-Alfy},
  volume = {10635},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-319-70096-0},
}