Patents by Inventor Geraldo Pradipta

Geraldo Pradipta 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).

  • GENERATIVE SELF-SUPERVISED LEARNING TO TRANSFORM CIRCUIT NETLISTS
    Publication number: 20230334215
    Abstract: Self-supervised machine learning is applied to combinational gate sizing based on an input circuit netlist. A transformer neural network architecture is disclosed to select gate sizes along paths of the network between primary inputs/outputs and/or sequential logic elements. The gate size selections may be optimized along dimensions such as path delay, path power consumption, and path circuit area.
    Type: Application
    Filed: May 27, 2022
    Publication date: October 19, 2023
    Applicant: NVIDIA Corp.
    Inventors: Siddhartha Nath, Haoxing Ren, Geraldo Pradipta, Corey Hu, Tian Yang