Patents by Inventor Zheng-Yao Liu

Zheng-Yao Liu 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).

  • Publication number: 20220215146
    Abstract: A method for recognizing various analog circuit structures is proposed, which is executed by a computer, the method comprising using the computer to perform the following: performing a feature extraction of a training circuit to extract all sub-circuits for generating multiple training samples; classifying multiple training samples by a classifier to obtain classified building blocks; performing a feature extraction of each schematic of a target circuit to convert as a feature graph and encoding feature graph as a feature matrix; classifying feature matrix by the classifier to generate multiple groups of classified devices; and clustering multiple groups of classified devices to acquire identified sub-circuits.
    Type: Application
    Filed: March 22, 2022
    Publication date: July 7, 2022
    Inventors: Po-Hung Lin, Zheng-Yao Liu, Jun-Jie Zhao, Yu-Tsang Hsieh
  • Publication number: 20220058325
    Abstract: A method for recognizing various analog circuit structures is proposed, which is executed by a computer, the method comprising using the computer to perform the following: performing a feature extraction of a training circuit to extract all sub-circuits for generating multiple training samples; classifying multiple training samples by a classifier to obtain classified building blocks; performing a feature extraction of each schematic of a target circuit to convert as a feature graph and encoding feature graph as a feature matrix; classifying feature matrix by the classifier to generate multiple groups of classified devices; and clustering multiple groups of classified devices to acquire identified sub-circuits.
    Type: Application
    Filed: August 18, 2020
    Publication date: February 24, 2022
    Inventors: Po-Hung Lin, Zheng-Yao Liu, Jun-Jie Zhao, Yu-Tsang Hsieh