ALEXANDRIA, Va., July 16 -- United States Patent no. 12,670,358, issued on June 30, was assigned to Korea Institute of Science and Technology (Seoul, South Korea).
"Method and device for generating neuron network compensated for loss due to pruning" was invented by Suhyun Kim (Seoul, South Korea).
According to the abstract* released by the U.S. Patent & Trademark Office: "Embodiments relate to a method and device for generating a neural network that compensates for information loss due to pruning, including obtaining a trained neural network; pruning at least one neuron in the trained neural network; and updating one or more parameter values of a next layer in a pruned neural network based on one or more parameter values of at least one n...