Patents by Inventor Deepthy RAVI

Deepthy RAVI 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 systems for managing processing of neural network across heterogeneous processors
    Patent number: 12499360
    Abstract: A method, an apparatus, and a system for configuring a neural network across heterogeneous processors are provided. The method includes creating a unified neural network profile for the plurality of processors; receiving at least one request to perform at least one task using the neural network; determining a type of the requested at least one task as one of an asynchronous task and a synchronous task; and parallelizing processing of the neural network across the plurality of processors to perform the requested at least one task, based on the type of the requested at least one task and the created unified neural network profile.
    Type: Grant
    Filed: January 27, 2021
    Date of Patent: December 16, 2025
    Assignee: SAMSUNG ELECTRONICS CO., LTD.
    Inventors: Akshay Parashar, Arun Abraham, Payal Anand, Deepthy Ravi, Venkappa Mala, Vikram Nelvoy Rajendiran
  • METHODS AND SYSTEMS FOR MANAGING PROCESSING OF NEURAL NETWORK ACROSS HETEROGENEOUS PROCESSORS
    Publication number: 20210232921
    Abstract: A method, an apparatus, and a system for configuring a neural network across heterogeneous processors are provided. The method includes creating a unified neural network profile for the plurality of processors; receiving at least one request to perform at least one task using the neural network; determining a type of the requested at least one task as one of an asynchronous task and a synchronous task; and parallelizing processing of the neural network across the plurality of processors to perform the requested at least one task, based on the type of the requested at least one task and the created unified neural network profile.
    Type: Application
    Filed: January 27, 2021
    Publication date: July 29, 2021
    Applicant: SAMSUNG ELECTRONICS CO., LTD.
    Inventors: Akshay PARASHAR, Arun ABRAHAM, Payal ANAND, Deepthy RAVI, Venkappa MALA, Vikram Nelvoy RAJENDIRAN