US Patent Issued to Toyota Motor Engineering & Manufacturing North America, Toyota Jidosha on June 24 for "Systems and methods for communication-aware federated learning" (California Inventors)

ALEXANDRIA, Va., June 25 -- United States Patent no. 12,337,867, issued on June 24, was assigned to Toyota Motor Engineering & Manufacturing North America Inc. (Plano, Texas) and Toyota Jidosha K.K. (Toyota, Japan).

"Systems and methods for communication-aware federated learning" was invented by Yitao Chen (Mountain View, Calif.), Dawei Chen (Mountain View, Calif.), Haoxin Wang (Mountain View, Calif.) and Kyungtae Han (Mountain View, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "A system for communication-aware federated learning includes a server and edge nodes. Each of the edge nodes trains a machine learning model using first local data obtained by sensors of corresponding edge node. Each of the e...