US Patent Issued to SK HYNIX on July 14 for "Non-uniform quantization for flexible power-of-two computations in neural networks" (California Inventors)

ALEXANDRIA, Va., July 14 -- United States Patent no. 12,682,223, issued on July 14, was assigned to SK HYNIX INC. (Icheon-si, South Korea).

"Non-uniform quantization for flexible power-of-two computations in neural networks" was invented by Seyhan Karakulak (San Jose, Calif.) and Fan Zhang (Fremont, Calif.).

According to the abstract* released by the U.S. Patent & Trademark Office: "Devices, systems, and methods for improving operation of a memory device that uses a deep neural network (DNN), based on using non-uniform quantization for flexible power-of-two computations, are described. An example method includes receiving a plurality of initial weights of the DNN configured to determine a value of a read voltage associated with memory dev...