ALEXANDRIA, Va., July 3 -- United States Patent no. 12,346,792, issued on July 1, was assigned to D5AI LLC (Maitland, Fla.).
"Accelerated training of neural networks with regularization links" was invented by James K. Baker (Maitland, Fla.) and Bradley J. Baker (Berwyn, Pa.).
According to the abstract* released by the U.S. Patent & Trademark Office: "Computer systems and computer-implemented methods train a neural network, by: (a) computing for each datum in a set of training data, activation values for nodes in the neural network and estimates of partial derivatives of an objective function for the neural network for the nodes in the neural network; (b) selecting a target node of the neural network and/or a target datum in the set of tra...