Patents by Inventor Alexander Perez-Pons

Alexander Perez-Pons 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).

  • Systems and methods using angle-based stochastic gradient descent
    Patent number: 11347997
    Abstract: Systems and methods for optimizing and/or solving objective functions are provided. Angle-based stochastic gradient descent (AG-SGD) can be used to alleviate pattern deviation(s) not resolved by related art systems and methods. AG-SGD can use the angle between the current gradient (CG) and the previous gradient (PG) to determine the new gradient (NG).
    Type: Grant
    Filed: June 8, 2021
    Date of Patent: May 31, 2022
    Assignee: THE FLORIDA INTERNATIONAL UNIVERSITY BOARD OF TRUSTEES
    Inventors: Chongya Song, Alexander Perez-Pons