Biomonitoring and precision health in deep space supported by artificial intelligence

RT Scott, LM Sanders, EL Antonsen… - Nature Machine …, 2023 - nature.com
Human exploration of deep space will involve missions of substantial distance and duration.
To effectively mitigate health hazards, paradigm shifts in astronaut health systems are …

OpenFL: the open federated learning library

P Foley, MJ Sheller, B Edwards, S Pati… - Physics in Medicine …, 2022 - iopscience.iop.org
Objective. Federated learning (FL) is a computational paradigm that enables organizations
to collaborate on machine learning (ML) and deep learning (DL) projects without sharing …

Studies on neural networks: Information propagation at initialisation and robustness to adversarial examples

G Ughi - 2022 - ora.ox.ac.uk
Over the last decade, the academic and industrial communities have become increasingly
involved in the field of Deep Learning, leading these algorithms to become the drivers of the …