Patents by Inventor Indhumathi KANDASWAMY

Indhumathi KANDASWAMY 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).

  • Publication number: 20240185591
    Abstract: Method and apparatus for processing data using a reconfigurable, hyperdimensional neural network architecture comprising a feature extractor and a classifier. The feature extractor comprises a neural network for encoding input information into hyperdimensional (HD) vectors and extracting at least one particular HD vector representing at least one feature within the input information, wherein the neural network comprises no more than one multiply and accumulate operator. The classifier is coupled to the feature extractor for classifying the at least one particular HD vector to produce an indicium of classification for the at least one particular HD vector and wherein the classifier does not comprise any multiply and accumulate operators.
    Type: Application
    Filed: March 24, 2022
    Publication date: June 6, 2024
    Inventors: Aswin NADAMUNI RAGHAVAN, Michael R. PIACENTINO, Michael A. ISNARDI, Indhumathi KANDASWAMY, Saurabh FARKYA, David Chao ZHANG, Gooitzen S. VAN DER WAL, Zachary DANIELS, Yuzheng ZHANG