US Patent Issued to NxGen Partners IP on Dec. 2 for "Unified nonlinear modeling approach for machine learning and artificial intelligence (attractor assisted AI)" (Texas Inventor)

ALEXANDRIA, Va., Dec. 2 -- United States Patent no. 12,488,266, issued on Dec. 2, was assigned to NxGen Partners IP LLC (Dallas).

"Unified nonlinear modeling approach for machine learning and artificial intelligence (attractor assisted AI)" was invented by Solyman Ashrafi (Plano, Texas).

According to the abstract* released by the U.S. Patent & Trademark Office: "A method for predicting future behavior for a dynamic system using an artificial intelligence system implemented within a computer hardware system. A predetermined amount of a time series group of data from the dynamic system defining previous behavior of the dynamic system are received at the artificial intelligence system. An attractor is constructed from the time series group o...