ALEXANDRIA, Va., Feb. 11 -- United States Patent no. 12,547,879, issued on Feb. 10, was assigned to Imperial College Innovations Ltd. (London).
"Verification of perception systems" was invented by Alessio Lomuscio (London) and Panagiotis Kouvaros (London).
According to the abstract* released by the U.S. Patent & Trademark Office: "There is provided a computer-implemented method for verifying the robustness of a neural network classifier with respect to one or more parameterised transformations applied to an input, the classifier comprising one or more convolutional layers, the method comprising: encoding each layer of the classifier as one or more algebraic classifier constraints; encoding each transformation as one or more algebraic tran...