Patents by Inventor Alireza Goudarzi

Alireza Goudarzi 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).

  • Hybrid architecture system and method for high-dimensional sequence processing
    Patent number: 11188813
    Abstract: The invention is directed to a hybrid architecture that comprises a stacked autoencoder and a deep echo state layer for temporal pattern discovery in high-dimensional sequence data. The stacked autoencoder plays a preprocessing role that exploits spatial structure in data and creates a compact representation. The compact representation is then fed to the echo state layer in order to generate a short-term memory of the inputs. The output of the network may be trained to generate any target output.
    Type: Grant
    Filed: March 1, 2018
    Date of Patent: November 30, 2021
    Inventors: Alireza Goudarzi, Darko Stefanovic, Steven Wayde Graves, Daniel Kalb
  • HYBRID ARCHITECTURE SYSTEM AND METHOD FOR HIGH-DIMENSIONAL SEQUENCE PROCESSING
    Publication number: 20180253640
    Abstract: The invention is directed to a hybrid architecture that comprises a stacked autoencoder and a deep echo state layer for temporal pattern discovery in high-dimensional sequence data. The stacked autoencoder plays a preprocessing role that exploits spatial structure in data and creates a compact representation. The compact representation is then fed to the echo state layer in order to generate a short-term memory of the inputs. The output of the network may be trained to generate any target output.
    Type: Application
    Filed: March 1, 2018
    Publication date: September 6, 2018
    Inventors: Alireza Goudarzi, Darko Stefanovic, Steven Wayde Graves, Daniel Kalb