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

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

Publikováno v: Electronics; Volume 11; Issue 4; Pages: 573
UPCommons. Portal del coneixement obert de la UPC
Universitat Politècnica de Catalunya (UPC)

Recent progress in machine learning frameworks has made it possible to now perform inference with models using cheap, tiny microcontrollers. Training of machine learning models for these tiny devices, however, is typically done separately on powerful

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::128959215af3185832f54196f5c00290

Effects of RoPax shipping line strategies on freight price and transporter’s choice. Policy implications for promoting MoS

Autor: Marc Monfort Grau, Pau Morales-Fusco, Sergi Saurí

Publikováno v: Transport Policy. 67:67-76

Motorways of the sea operated as RoPax services are natural competitors with only-road freight haulage transportation. Cost, time and quality perceived are the determinants that make transporters and shippers use one route or another. This research c

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::0cf7b3893a2f31efe6519d918ef1c00e
https://doi.org/10.1016/j.tranpol.2017.03.021