Patents by Inventor Gin A Sohn

Gin A Sohn 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).

  • ACCELERATOR SYSTEM FOR TRAINING DEEP NEURAL NETWORK MODEL USING NAND FLASH MEMORY AND OPERATING METHOD THEREOF
    Publication number: 20230259747
    Abstract: A DNN accelerator system includes a plurality of accelerator nodes each including a plurality of NAND flash memories, a flash memory system (FMS) controller for controlling the plurality of NAND flash memories, and a tensor buffer, and a processor configured to generate an operation sequence of the plurality of accelerator nodes, in which a DNN model is trained in a data parallel manner using the plurality of accelerator nodes.
    Type: Application
    Filed: December 27, 2022
    Publication date: August 17, 2023
    Inventors: Jae W. Lee, Yunho Jin, Jong Hyun Bae, Gin A Sohn, Tae Jun Ham