Patents by Inventor Alex CHADWICK

Alex CHADWICK 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).

  • Neural network method and apparatus
    Patent number: 12699892
    Abstract: A method and apparatus for processing data of a neural network. The method includes: obtaining one or more bit representations of data used for processing a neural network; generating a plurality of candidate profiles based on the bit representations; determining a final profile by comparing compression performances for each of the candidate profiles; and determining an optimal configuration for compressing data of the neural network based on the determined final profile.
    Type: Grant
    Filed: November 4, 2020
    Date of Patent: August 4, 2026
    Assignees: Samsung Electronics Co., Ltd., CAMBRIDGE ENTERPRISE LIMITED
    Inventors: Yousun Ko, Alex Chadwick, Robert Mullins, Daniel Bates
  • NEURAL NETWORK METHOD AND APPARATUS
    Publication number: 20210133570
    Abstract: A method and apparatus for processing data of a neural network. The method includes: obtaining one or more bit representations of data used for processing a neural network; generating a plurality of candidate profiles based on the bit representations; determining a final profile by comparing compression performances for each of the candidate profiles; and determining an optimal configuration for compressing data of the neural network based on the determined final profile.
    Type: Application
    Filed: November 4, 2020
    Publication date: May 6, 2021
    Applicants: Samsung Electronics Co., Ltd., CAMBRIDGE ENTERPRISE LIMITED
    Inventors: Yousun KO, Alex CHADWICK, Robert MULLINS, Daniel BATES