Nvidia Corporation

Charles Jonathan Hancox

Andrew Feng

Daguang Xu

Yan Cheng

Wenqi Li

Fausto Milletari

Nicola Christin Rieke

Rong Ou

Wentao Zhu

Apparatuses, systems, and techniques to perform federated training of neural networks while maintaining control over dissemination of local models of neural networks from which aspects of local training data might be extracted. In at least one embodiment, a neural network is trained on local training data and a local model is provided to be aggregated with other local models into a global model that is in turn used for further local model training, wherein a provided local model or training is adjusted to reduce an ability to extract aspects of local training data therefrom.

Neural network trained using federated learning with local training data preserved at local edge circuits

Growing community of inventors

Hambledon, United Kingdom

Charles Jonathan Hancox