US Patent Issued to NeuroPace on June 17 for "Systems and methods for using federated learning for training centralized seizure detection and prediction models on decentralized datasets" (California Inventors)

ALEXANDRIA, Va., June 19 -- United States Patent no. 12,333,443, issued on June 17, was assigned to NeuroPace Inc (Mountain View, Calif.).

"Systems and methods for using federated learning for training centralized seizure detection and prediction models on decentralized datasets" was invented by Sharanya Arcot Desai (Sunnyvale, Calif.) and Thomas K. Tcheng (Pleasant Hill, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A server for updating a current version of a machine learning model resident in implanted medical devices includes an interface, a memory, and a processor. The interface is configured to receive a plurality of updated versions of the machine learning model from a plurality of remote sour...