The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jul. 01, 2025
Filed:
Aug. 05, 2021
Nec Laboratories America, Inc., Princeton, NJ (US);
Dongjin Song, Princeton, NJ (US);
Yuncong Chen, Plainsboro, NJ (US);
Cristian Lumezanu, Princeton Junction, NJ (US);
Takehiko Mizoguchi, West Windsor, NJ (US);
Haifeng Chen, West Windsor, NJ (US);
Wei Zhu, Rochester, NY (US);
NEC Corporation, Tokyo, JP;
Abstract
Methods and systems for training a neural network include collecting model exemplar information from edge devices, each model exemplar having been trained using information local to the respective edge devices. The collected model exemplar information is aggregated together using federated averaging. Global model exemplars are trained using federated constrained clustering. The trained global exemplars are transmitted to respective edge devices.