ALEXANDRIA, Va., July 16 -- United States Patent no. 12,670,386, issued on June 30, was assigned to PEGATRON Corp. (Taipei City, Taiwan).

"Apparatus, method, and computer-readable medium of training abnormal detecting model" was invented by Shih-Jen Chu (Taipei City, Taiwan).

According to the abstract* released by the U.S. Patent & Trademark Office: "A model training apparatus, a model training method, and a computer-readable medium are provided. In the method, a labeled abnormal sample is inputted into an abnormal detecting model. The abnormal detecting model is based on an autoencoder structure. A reconstructed error between the abnormal sample and an output of the abnormal detecting model is maximized to optimize the abnormal detecting...