US Patent Issued to International Business Machines on July 8 for "Time-window based attention long short-term memory network of deep learning" (Japanese Inventors)

ALEXANDRIA, Va., July 9 -- United States Patent no. 12,353,990, issued on July 8, was assigned to International Business Machines Corp. (Armonk, N.Y.).

"Time-window based attention long short-term memory network of deep learning" was invented by Toshiya Iwamori (Tokyo), Akira Koseki (Yokohama, Japan), Hiroki Yanagisawa (Tokyo) and Takayuki Katsuki (Tokyo).

According to the abstract* released by the U.S. Patent & Trademark Office: "A computer-implemented method, a computer program product, and a computer system for using a time-window based attention long short-term memory (TW-LSTM) network to analyze sequential data with time irregularity. A computer splits elapsed time into a predetermined number of time windows. The computer calculates ...