US Patent Issued to Intel on Sept. 8 for "System and method enabling one-hot neural networks on a machine learning compute platform" (Chinese Inventors)

ALEXANDRIA, Va., Sept. 8 -- United States Patent no. 12,730,643, issued on Sept. 8, was assigned to Intel Corp. (Santa Clara, Calif.).

"System and method enabling one-hot neural networks on a machine learning compute platform" was invented by Jianguo Li (Beijing) and Yurong Chen (Beijing).

According to the abstract* released by the U.S. Patent & Trademark Office: "One embodiment provides for a graphics processor comprising a cache memory and a graphics core coupled with the cache memory. The graphics core includes circuitry configured to generate an approximate weight matrix including a set of one-hot coded weights, perform a forward compute pass with mini batch samples to compute a loss function, perform a backward compute pass to comput...