Patents by Inventor Evren Tumer

Evren Tumer 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).

  • Methods and arrangements to quantize a neural network with machine learning
    Patent number: 11216719
    Abstract: Logic may quantize a primary neural network. Logic may generate, by a secondary neural network logic circuitry for a primary neural network logic circuitry, quantization parameters. The primary neural network logic circuitry may comprise a primary neural network with multiple layers trainable with an objective function. Each of the multiple layers of the primary neural network may comprise multiple tensors. The secondary neural network logic circuitry may comprise one or more secondary neural networks trainable with the objective function to output the quantization parameters to the tensors.
    Type: Grant
    Filed: June 15, 2018
    Date of Patent: January 4, 2022
    Assignee: INTEL CORPORATION
    Inventors: Somdeb Majumdar, Ron Banner, Marcel Nassar, Lior Storfer, Adnan Agbaria, Evren Tumer, Tristan Webb, Xin Wang
  • METHODS AND ARRANGEMENTS TO QUANTIZE A NEURAL NETWORK WITH MACHINE LEARNING
    Publication number: 20190042945
    Abstract: Logic may quantize a primary neural network. Logic may generate, by a secondary neural network logic circuitry for a primary neural network logic circuitry, quantization parameters. The primary neural network logic circuitry may comprise a primary neural network with multiple layers trainable with an objective function. Each of the multiple layers of the primary neural network may comprise multiple tensors. The secondary neural network logic circuitry may comprise one or more secondary neural networks trainable with the objective function to output the quantization parameters to the tensors.
    Type: Application
    Filed: June 15, 2018
    Publication date: February 7, 2019
    Inventors: Somdeb Majumdar, Tristan Webb, Marcel Nasser, Evren Tumer, Xin Wang, Ron Banner, Adnan Agbaria, Lior Storfer