On-Device Training of Deep Learning Models on Edge Microcontrollers

Fabrizio De Vita, Giorgio Nocera, Dario Bruneo, Valeria Tomaselli, Mirko Falchetto. On-Device Training of Deep Learning Models on Edge Microcontrollers. In 2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics), Espoo, Finland, August 22-25, 2022. pages 62-69, IEEE, 2022. [doi]

@inproceedings{VitaNBTF22,
  title = {On-Device Training of Deep Learning Models on Edge Microcontrollers},
  author = {Fabrizio De Vita and Giorgio Nocera and Dario Bruneo and Valeria Tomaselli and Mirko Falchetto},
  year = {2022},
  doi = {10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics55523.2022.00018},
  url = {https://doi.org/10.1109/iThings-GreenCom-CPSCom-SmartData-Cybermatics55523.2022.00018},
  researchr = {https://researchr.org/publication/VitaNBTF22},
  cites = {0},
  citedby = {0},
  pages = {62-69},
  booktitle = {2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, Physical & Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics), Espoo, Finland, August 22-25, 2022},
  publisher = {IEEE},
  isbn = {978-1-6654-5417-9},
}