Patents by Inventor Xiaoxiang ZHENG

Xiaoxiang ZHENG 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).

  • Method for prediction of cortical spiking trains
    Patent number: 11238991
    Abstract: The present invention is related to a method for prediction of cortical spiking neural signal, comprising the following steps: 1) pretreatment of spiking neural signal, 2) modeling of posterior cortical spiking neural signal generation probability, 3) model accuracy measurement, 4) model optimization with the help of numerical gradient descent and 5) prediction of posterior cortical spiking neural signal with iterative calculation. The prediction method aims to incorporate natural features of point process of spiking neural signal into the target for optimization of prediction model to improve model's capability in predicting neural spike trains.
    Type: Grant
    Filed: November 28, 2016
    Date of Patent: February 1, 2022
    Assignee: ZHEJIANG UNIVERSITY
    Inventors: Gang Pan, Dong Xing, Cunle Qian, Yiwen Wang, Qiaosheng Zhang, Yaoyao Hao, Yueming Wang, Xiaoxiang Zheng, Zhaohui Wu
  • A METHOD FOR PREDICTION OF CORTICAL SPIKING TRAINS
    Publication number: 20190378622
    Abstract: The present invention is related to a method for prediction of cortical spiking neural signal, comprising the following steps: 1) pretreatment of spiking neural signal, 2) modeling of posterior cortical spiking neural signal generation probability, 3) model accuracy measurement, 4) model optimization with the help of numerical gradient descent and 5) prediction of posterior cortical spiking neural signal with iterative calculation. The prediction method aims to incorporate natural features of point process of spiking neural signal into the target for optimization of prediction model to improve model's capability in predicting neural spike trains.
    Type: Application
    Filed: November 28, 2016
    Publication date: December 12, 2019
    Applicant: ZHEJIANG UNIVERSITY
    Inventors: Gang PAN, Dong XING, Cunle QIAN, Yiwen WANG, Qiaosheng ZHANG, Yaoyao HAO, Yueming WANG, Xiaoxiang ZHENG, Zhaohui WU