Patents by Inventor Konrad Walluszik

Konrad Walluszik 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).

  • SYSTEMS, METHODS, AND DEVICES FOR EFFICIENT EXECUTION OF ARTIFICIAL NEURAL NETWORKS
    Publication number: 20230128057
    Abstract: A system for executing an artificial neural network having a plurality of interconnected nodes, the system includes a memory storing weight values of the neural network. The memory can be configured to a store node value and a mask bit value for each of the plurality of nodes of the neural network. Further the system can include multiply and accumulate (MAC) units to perform operations for determining node values. The system includes a control unit circuitry that, during execution of the neural network, dynamically controls operations of the MAC units to cause a reduction in a number of calculations to be performed by the MAC units. The control unit circuitry causes the MAC units to perform operations involving a subset of the plurality of nodes to avoid performing operations involving nodes of the plurality nodes that are outside of the subset.
    Type: Application
    Filed: October 13, 2022
    Publication date: April 27, 2023
    Inventors: Muhammad Hassan, Konrad Walluszik, Juergen Schaefer
  • Data processing device and method for operating a data processing device
    Patent number: 11416301
    Abstract: A data processing device is provided.
    Type: Grant
    Filed: February 4, 2021
    Date of Patent: August 16, 2022
    Assignee: Infineon Technologies AG
    Inventors: Konrad Walluszik, Juergen Schaefer
  • DATA PROCESSING DEVICE AND METHOD FOR OPERATING A DATA PROCESSING DEVICE
    Publication number: 20210248013
    Abstract: A data processing device is provided.
    Type: Application
    Filed: February 4, 2021
    Publication date: August 12, 2021
    Inventors: Konrad Walluszik, Juergen Schaefer