TIFeD: a Tiny Integer-based Federated learning algorithm with Direct feedback alignment

Luca Colombo, Alessandro Falcetta, Manuel Roveri

Training machine and deep learning models directly on extremely resource-constrained devices is the next challenge in the field of tiny machine learning. The related literature in…