Patents by Inventor George Kokai

George Kokai 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).

  • Layout parasitics and device parameter prediction using graph neural networks
    Patent number: 11651194
    Abstract: A graph neural network to predict net parasitics and device parameters by transforming circuit schematics into heterogeneous graphs and performing predictions on the graphs. The system may achieve an improved prediction rate and reduce simulation errors.
    Type: Grant
    Filed: April 27, 2020
    Date of Patent: May 16, 2023
    Assignee: NVIDIA Corp.
    Inventors: Haoxing Ren, George Kokai, Ting Ku, Walker Joseph Turner
  • LAYOUT PARASITICS AND DEVICE PARAMETER PREDICTION USING GRAPH NEURAL NETWORKS
    Publication number: 20210158127
    Abstract: A graph neural network to predict net parasitics and device parameters by transforming circuit schematics into heterogeneous graphs and performing predictions on the graphs. The system may achieve an improved prediction rate and reduce simulation errors.
    Type: Application
    Filed: April 27, 2020
    Publication date: May 27, 2021
    Applicant: NVIDIA Corp.
    Inventors: Haoxing Ren, George Kokai, Ting Ku, Walker Joseph Turner