Abstract: The Internet of Things (IoT) connects numerous heterogeneous devices that collect and generate substantial sensitive data to train intelligent models. To protect the privacy of such data, ...

Researchers in Sweden have developed a machine-learning approach that embeds the laws of physics directly into neural ...

For a study published in Neuron, researchers asked participants to rate their interest in a variety of trivia questions, and then displayed photos of unrelated faces while they waited for the answer ...

Abstract: Due to data heterogeneity and parameter transmission failure, federated learning (FL) usually suffers performance degradation in wireless networks. To address this issue, a novel federated ...