The United States Patent and Trademark Office (USPTO) has granted patent US12585948B2, titled 'Neural processing device and method for pruning thereof,' to Rebellions Inc. The patent, effective March 24, 2026, covers a neural processing device that includes a processing unit, L0 memory, and a weight manipulator. The weight manipulator is designed to partition a two-dimensional weight matrix into preset sizes, generate a pruned matrix, and transmit it to the processing unit, aiming for more efficient computational performance.

This patent grant is primarily an intellectual property event and does not impose new regulatory obligations on businesses. However, it signifies innovation in the field of AI hardware and neural network optimization. Companies involved in developing or utilizing AI hardware, particularly those focused on efficient processing and pruning techniques, should be aware of this granted patent as it may impact their intellectual property landscape and potential licensing considerations.