Patents by Inventor Andrey Polyakov

Andrey Polyakov 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: 20240273360
    Abstract: A non-transitory computer readable medium (26) stores instructions readable and executable by at least one electronic processor (20) to perform a method (200) of performing an analysis on digital information (15) to be analyzed. The method includes receiving a cryptographic key (16): constructing an input dataset, the input dataset including both the digital information to be analyzed and the cryptographic key: performing the analysis on the digital information to be analyzed to generate an analysis result (32) by applying an artificial neural network (ANN) (12) to the input dataset: and outputting the analysis result.
    Type: Application
    Filed: May 16, 2022
    Publication date: August 15, 2024
    Inventors: Ramil GIZATULLIN, Andrey POLYAKOV
  • Publication number: 20230176545
    Abstract: A device for digitally controlling a system, operating by discrete time steps, based on an error vector received at each time step, which includes: an estimator determining a homogenous canonical norm value range for a current time step, an error vector of a current time step, an expansion generator matrix, a Lyapunov matrix, lower and upper limits; and a computer that returns a control for the current time step based on the sum between the error vector of the current time step multiplied by a factor of a feedback gain matrix, the homogenous canonical norm value range for a current time step, proportional and derivative coefficients and the expansion generator matrix, and the integral between the first time step and the current time step of a product associating an integral coefficient, the expansion generator matrix, the homogenous canonical norm value range for all the time steps and the error vector.
    Type: Application
    Filed: May 11, 2021
    Publication date: June 8, 2023
    Inventors: Siyuan Wang, Andrey Polyakov, Gang Zheng