US Patent Issued to VIANAI SYSTEMS on Aug. 5 for "Simplifying convolutional neural networks using aggregated representations of images" (California, Massachusetts Inventors)

ALEXANDRIA, Va., Aug. 6 -- United States Patent no. 12,380,676, issued on Aug. 5, was assigned to VIANAI SYSTEMS INC. (Palo Alto, Calif.).

"Simplifying convolutional neural networks using aggregated representations of images" was invented by Vishal Inder Sikka (Los Altos Hills, Calif.) and Kevin Frederick Dunnell (Waltham, Mass.).

According to the abstract* released by the U.S. Patent & Trademark Office: "One embodiment of the present invention sets forth a technique for simplifying a trained machine learning model. The technique includes determining a first set of images associated with a first output class predicted by the trained machine learning model. The technique also includes generating a first aggregated representation of the fir...