ALEXANDRIA, Va., Sept. 30 -- United States Patent no. 12,430,559, issued on Sept. 30, was assigned to D5AI LLC (Maitland, Fla.).

"Accelerated training of a neural network via regularization" 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: "A system and method for controlling a nodal network. The method includes estimating an effect on the objective caused by the existence or non-existence of a direct connection between a pair of nodes and changing a structure of the nodal network based at least in part on the estimate of the effect. A nodal network includes a strict partially ordered set, a weighted directed acyclic graph, an art...