Simulating FL using a single process in your personal laptop or server. This is helpful when researchers hope to try a quick algorithmic idea in small synthetic datasets (MNIST, Shakespeare, etc.) and ...

MPI-based Federated Learning for cross-GPU/CPU servers. In this example, we will present how to apply the standalone simulation of FedML in the MINIST image classification using an MPI-based FL ...

Centre for Computational Neuroscience and Robotics, School of Engineering and Informatics, University of Sussex, Brighton, UK Supervised pattern recognition is the process of mapping patterns to class ...