Patents by Inventor Jeonggyu Jang

Jeonggyu Jang 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).

  • Apparatus and method for multi-phase pruning for neural network with multi-sparsity levels
    Patent number: 11995552
    Abstract: Disclosed are an apparatus and a method of multi-phase pruning a neural network with multi-sparsity levels and an SIMD-based neural network pruning method, and the SIMD-based neural network pruning method according to an exemplary embodiment of the present disclosure includes GEMM-transforming an internode weight kernel applied to a layer in a neural network; and pruning the GEMM-transformed weight kernel with a predetermined SIMD width as a unit.
    Type: Grant
    Filed: November 18, 2020
    Date of Patent: May 28, 2024
    Assignee: AJOU UNIVERSITY INDUSTRY-ACADEMIC COOPERATION FOUNDATION
    Inventors: Hoeseok Yang, Kyusik Choi, Jeonggyu Jang
  • APPARATUS AND METHOD FOR MULTI-PHASE PRUNING FOR NEURAL NETWORK WITH MULTI-SPARSITY LEVELS
    Publication number: 20210150363
    Abstract: Disclosed are an apparatus and a method of multi-phase pruning a neural network with multi-sparsity levels and an SIMD-based neural network pruning method, and the SIMD-based neural network pruning method according to an exemplary embodiment of the present disclosure includes GEMM-transforming an internode weight kernel applied to a layer in a neural network; and pruning the GEMM-transformed weight kernel with a predetermined SIMD width as a unit.
    Type: Application
    Filed: November 18, 2020
    Publication date: May 20, 2021
    Applicant: AJOU UNIVERSITY INDUSTRY-ACADEMIC COOPERATION FOUNDATION
    Inventors: Hoeseok YANG, Kyusik Choi, Jeonggyu Jang