ALEXANDRIA, Va., Sept. 23 -- United States Patent no. 12,423,586, issued on Sept. 23, was assigned to D5AI LLC (Maitland, Fla.).
"Training nodes of a neural network to be decisive" was invented by James K. Baker (Maitland, Fla.).
According to the abstract* released by the U.S. Patent & Trademark Office: "Computer-implemented systems and methods improve training of a neural network. Whether a target node is not decisive on a training data item is determined. Upon a determination that the target node is not decisive, a partial derivative of an objective for the target node is multiplied by a factor greater than 1.0 for the training data item. Determining whether the target node is not decisive can comprise determining whether a direction of...