Patents by Inventor Oguzhan Murat Önen

Oguzhan Murat Önen 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).

  • Update management for RPU array
    Patent number: 11062208
    Abstract: A computer-implemented method and computer processing system are provided for update management for a neural network. The method includes performing an isotropic update process on the neural network using a Resistive Processing Unit. The isotropic update process uses a multiplicand and a multiplier from a multiplication operation. The performing step includes scaling the multiplicand and the multiplier to have a same order of magnitude.
    Type: Grant
    Filed: December 14, 2017
    Date of Patent: July 13, 2021
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Tayfun Gokmen, Oguzhan Murat Önen
  • Update management for RPU array
    Patent number: 10783432
    Abstract: A computer-implemented method and computer processing system are provided for update management for a neural network. The method includes performing an isotropic update process on the neural network using a Resistive Processing Unit. The isotropic update process uses a multiplicand and a multiplier from a multiplication operation. The performing step includes scaling the multiplicand and the multiplier to have a same order of magnitude.
    Type: Grant
    Filed: April 14, 2017
    Date of Patent: September 22, 2020
    Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
    Inventors: Tayfun Gokmen, Oguzhan Murat Önen
  • UPDATE MANAGEMENT FOR RPU ARRAY
    Publication number: 20180300627
    Abstract: A computer-implemented method and computer processing system are provided for update management for a neural network. The method includes performing an isotropic update process on the neural network using a Resistive Processing Unit. The isotropic update process uses a multiplicand and a multiplier from a multiplication operation. The performing step includes scaling the multiplicand and the multiplier to have a same order of magnitude.
    Type: Application
    Filed: December 14, 2017
    Publication date: October 18, 2018
    Inventors: Tayfun Gokmen, Oguzhan Murat Önen
  • UPDATE MANAGEMENT FOR RPU ARRAY
    Publication number: 20180300622
    Abstract: A computer-implemented method and computer processing system are provided for update management for a neural network. The method includes performing an isotropic update process on the neural network using a Resistive Processing Unit. The isotropic update process uses a multiplicand and a multiplier from a multiplication operation. The performing step includes scaling the multiplicand and the multiplier to have a same order of magnitude.
    Type: Application
    Filed: April 14, 2017
    Publication date: October 18, 2018
    Inventors: Tayfun Gokmen, Oguzhan Murat Önen