Patents by Inventor Guanyong Lu

Guanyong Lu 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).

  • TRAINING METHOD, AND CLASSIFICATION METHOD AND SYSTEM FOR EEG PATTERN CLASSIFICATION MODEL
    Publication number: 20210267474
    Abstract: A training method for an electroencephalogram (EEG) pattern classification model, including: acquiring EEG data, pre-processing the EEG data, and labeling the EEG data to obtain a labeled training data set, wherein the training data set comprises the pre-processed and labeled EEG data; inputting each piece of EEG data in the training data set into an attention-mechanism-based convolutional neural network to extract pattern features of the EEG data; and modifying parameters for the EEG pattern classification model according to the pattern features and labels of the EEG data.
    Type: Application
    Filed: August 27, 2020
    Publication date: September 2, 2021
    Inventors: Hongtao Wang, Tao Xu, Guanyong Lu