Patents by Inventor Jiaxing ZHONG

Jiaxing ZHONG 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).

  • Patent number: 12271801
    Abstract: A memory network method based on automatic addressing and recursive information integration. The method is based on a memory neural network framework integrating automatic addressing and recursive information, and is an efficient and lightweight memory network method. A memory is read and written by means of an automatic addressing operation having low time and space complexity, and memory information is effectively utilized by a novel computing unit. The whole framework has the characteristics of high efficiency, high speed and high universality. The method is suitable for various time sequence processing tasks, and shows the performance superior to that of the conventional LSTM and the previous memory network.
    Type: Grant
    Filed: August 21, 2019
    Date of Patent: April 8, 2025
    Assignee: PEKING UNIVERSITY SHENZHEN GRADUATE SCHOOL
    Inventors: Ge Li, Zhangheng Li, Jiaxing Zhong, Jingjia Huang, Tao Zhang
  • Publication number: 20220138525
    Abstract: A memory network method based on automatic addressing and recursive information integration. The method is based on a memory neural network framework integrating automatic addressing and recursive information, and is an efficient and lightweight memory network method. A memory is read and written by means of an automatic addressing operation having low time and space complexity, and memory information is effectively utilized by a novel computing unit. The whole framework has the characteristics of high efficiency, high speed and high universality. The method is suitable for various time sequence processing tasks, and shows the performance superior to that of the conventional LSTM and the previous memory network.
    Type: Application
    Filed: August 21, 2019
    Publication date: May 5, 2022
    Inventors: Ge LI, Zhangheng LI, Jiaxing ZHONG, Jingjia HUANG, Tao ZHANG