ALEXANDRIA, Va., June 16 -- United States Patent no. 12,657,274, issued on June 16, was assigned to COGNTIV Neurosystems Ltd. (Tel-Aviv, Israel).

"Multi-task learning to recognize neural activities, and applications thereof" was invented by Hagai Lalazar (Tel-Aviv, Israel), Gideon Littwin (Tel-Aviv, Israel), Nizan Klinghoffer (Giv'atayim, Israel), Jonathan Berrebi (Tel-Aviv, Israel) and Ilay Gordon (Ramat Gan, Israel).

According to the abstract* released by the U.S. Patent & Trademark Office: "In an embodiment, a computer-implemented method for decoding neural activity is provided. In the method, at least one machine learning model is trained using a training data set of EEG data and concurrently collected environmental data collected fro...