embedded systems

Federated learning compression designed for lightweight communications

Federated Learning (FL) is a promising distributed method for edge-level machine learning, particularly for privacysensitive applications such as those in military and medical domains, where client data cannot be shared or transferred to a cloud …


PEFSL is a modular pipeline for the training, compilation, hardware synthesis and deployment of a few-shot learning application on an FPGA SoC.