Patents by Inventor Milos Milosavljevic

Milos Milosavljevic 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).

  • Automated Selection of Neural Architecture Using a Smoothed Super-Net
    Publication number: 20230376745
    Abstract: A mechanism to control the stability and performance of weight-sharing methods for designing neural networks is provided. Network weights and architecture parameters of a super-net, including multiple sub-networks, are adjusted to reduce a loss determined, at least in part, from a sum, over layers of the sub-network, of measures of smoothness based on network weights in the layers. A sub-network of the super-net is selected dependent upon the adjusted architectural parameters.
    Type: Application
    Filed: May 23, 2022
    Publication date: November 23, 2023
    Applicant: Arm Limited
    Inventors: Kartikeya Bhardwaj, Guihong Li, Naveen Suda, Milos Milosavljevic, Danny Daysang Loh
  • System and Method for Accelerating Neural Networks
    Publication number: 20230195419
    Abstract: A neural network system, method and apparatus are provided. A truth table matrix, an index vector and an input data tensor are read from a memory. At least a portion of the input data tensor is flattened into an input data vector. A scatter accumulate instruction is executed on the index vector and the input data vector to generate an intermediate vector. The truth table matrix and the intermediate vector are then multiplied to generate an output data vector.
    Type: Application
    Filed: December 17, 2021
    Publication date: June 22, 2023
    Applicant: Arm Limited
    Inventors: Dibakar Gope, Jesse Garrett Beu, Milos Milosavljevic