ALEXANDRIA, Va., Sept. 30 -- United States Patent no. 12,750,066, issued on Sept. 29, was assigned to ATOMBEAM TECHNOLOGIES INC. (Moraga, Calif.).
"System and method for network weight compression and intrusion detection" was invented by Joshua Cooper (Columbia, S.C.) and Charles Yeomans (Orinda, Calif.).
According to the abstract* released by the U.S. Patent & Trademark Office: "A system and method for neural network weight compression with intrusion detection capabilities that optimizes model storage and transmission while providing security. The system analyzes weight characteristics to identify statistical properties within different neural network layers, generates optimized encoding schemes based on the analysis, and creates referen...