US Patent Issued to STMicroelectronics International on Aug. 25 for "Machine learning frame filtering" (Taiwanese Inventor)

ALEXANDRIA, Va., Aug. 25 -- United States Patent no. 12,717,451, issued on Aug. 25, was assigned to STMicroelectronics International N.V. (Geneva).

"Machine learning frame filtering" was invented by Ta-Jung Tsai (Taoyuan City, Taiwan).

According to the abstract* released by the U.S. Patent & Trademark Office: "According to an embodiment, a regression analysis is performed on a subset of a dataset, where the subset of the dataset corresponds to inputs from a first row of a matrix of sensors at a time instant k. The regression analysis generates a set of coefficients. A filter transform, to be applied on the subset of the dataset, is determined based on a comparison between the set of coefficients and threshold values. The filter transform ...