Patents by Inventor Anzhe YANG

Anzhe YANG has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • OPTIMIZATION METHOD FOR DEEP LEARNING, HOST DEVICE AND PNM DEVICE
    Publication number: 20260141235
    Abstract: An optimization method for deep learning, including: loading a current batch of data from a processing near memory (PNM) memory included in a PNM device for deep learning training in each epoch of the deep learning training to obtain a current training result, wherein the current training result includes at least one of a loss value or a confidence score corresponding to each piece of data included in the current batch of data; and transferring the current training result to the PNM device, wherein the current batch of data is prefetched by the PNM memory from a PNM storage that is included in the PNM device or from an external storage that is external to the PNM device.
    Type: Application
    Filed: June 4, 2025
    Publication date: May 21, 2026
    Applicant: SAMSUNG ELECTRONICS CO, LTD.
    Inventors: Anzhe YANG, Pan YANG, Jihun HAM, Nakwon LEE, Sung-Hyun CHO