Publications

Also on Google Scholar.

1. 2022 Journal

   On-Device Training of Machine Learning Models on Microcontrollers with Federated Learning

   Nil Llisterri Giménez, Marc Monfort Grau, Roger Pueyo Centelles, Felix Freitag

   Electronics, 11(4), 573

   Open Access Code Project write-up
2. 2021 Conference

   On-Device Training of Machine Learning Models on Microcontrollers With a Look at Federated Learning

   Marc Monfort Grau, Roger Pueyo Centelles, Felix Freitag

   Proceedings of the Conference on Information Technology for Social Good (GoodIT '21), ACM, pp. 198–203

   DOI Project write-up
3. 2021 Thesis

   TinyML: From Basic to Advanced Applications

   Marc Monfort Grau

   Bachelor's thesis, Universitat Politècnica de Catalunya (UPC). Advisors: Felix Freitag, Roger Pueyo Centelles

   Open Access Project write-up