Patents by Inventor Joong Ho JO

Joong Ho JO 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).

  • ELECTRONIC DEVICE AND LEARNING METHOD FOR LEARNING OF LOW COMPLEXITY ARTIFICIAL INTELLIGENCE MODEL BASED ON SELECTING DYNAMIC PREDICTION CONFIDENCE THRESHOLD
    Publication number: 20220019891
    Abstract: The present invention is related to the electronic device and learning method for learning of low complexity artificial intelligence model based on selecting dynamic prediction confidence threshold.
    Type: Application
    Filed: July 12, 2021
    Publication date: January 20, 2022
    Applicant: Korea University Research and Business Foundation
    Inventors: Jong Sun PARK, Dong Yeob SHIN, Geon Ho KIM, Joong Ho JO
  • DEEP NEURAL NETWORK TRAINING ACCELERATOR AND OPERATION METHOD THEREOF
    Publication number: 20220019897
    Abstract: A deep neural network training accelerator includes an operational unit sequentially performing first and second operations on a plurality of input data of a sub-set according to a mini-batch gradient descent, a determination unit determining each of the input data as one of skip data and training data based on a confidence matrix obtained by the first operation, and a control unit controlling the operational unit to skip the second operation with respect to the skip data.
    Type: Application
    Filed: January 19, 2021
    Publication date: January 20, 2022
    Applicant: Korea University Research and Business Foundation
    Inventors: Jong Sun PARK, Dong Yeob SHIN, Geon Ho KIM, Joong Ho JO