ALEXANDRIA, Va., April 21 -- United States Patent no. 12,608,618, issued on April 21, was assigned to International Business Machines Corp. (Armonk, N.Y.).
"Automatic and unsupervised detached subgraph detection in deep learning programs" was invented by Thanh Lam Hoang (Maynooth, Ireland) and Gabriele Picco (Dublin).
According to the abstract* released by the U.S. Patent & Trademark Office: "Detecting an anomaly in deep learning programming can include receiving a deep learning program with neural network. A pre-trained machine learning model can be run with the deep learning program with neural network as input. The pre-trained machine learning model detects whether the neural network includes a detaching subgraph. Responsive to detecti...