Accurate Estimation of the CNN Inference Cost for TinyML Devices

Thomas Garbay, Khalil Hachicha, Petr Dobiás, Wilfried Dron, Pedro Lusich, Imane Khalis, Andrea Pinna 0001, Bertrand Granado. Accurate Estimation of the CNN Inference Cost for TinyML Devices. In Sakir Sezer, Thomas Büchner, Jürgen Becker 0001, Andrew Marshall, Fahad Siddiqui 0001, Tanja Harbaum, Kieran McLaughlin, editors, 35th IEEE International System-on-Chip Conference, SOCC 2022, Belfast, United Kingdom, September 5-8, 2022. pages 1-6, IEEE, 2022. [doi]

@inproceedings{GarbayHDDLKPG22,
  title = {Accurate Estimation of the CNN Inference Cost for TinyML Devices},
  author = {Thomas Garbay and Khalil Hachicha and Petr Dobiás and Wilfried Dron and Pedro Lusich and Imane Khalis and Andrea Pinna 0001 and Bertrand Granado},
  year = {2022},
  doi = {10.1109/SOCC56010.2022.9908108},
  url = {https://doi.org/10.1109/SOCC56010.2022.9908108},
  researchr = {https://researchr.org/publication/GarbayHDDLKPG22},
  cites = {0},
  citedby = {0},
  pages = {1-6},
  booktitle = {35th IEEE International System-on-Chip Conference, SOCC 2022, Belfast, United Kingdom, September 5-8, 2022},
  editor = {Sakir Sezer and Thomas Büchner and Jürgen Becker 0001 and Andrew Marshall and Fahad Siddiqui 0001 and Tanja Harbaum and Kieran McLaughlin},
  publisher = {IEEE},
  isbn = {978-1-6654-5985-3},
}