Patents by Inventor Timothy J. Sheilds

Timothy J. Sheilds 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: 20190258917
    Abstract: Artificial neural network systems involve the receipt by a computing device of input data that defines a pattern to be recognized (such as faces, handwriting, and voices). The computing device may then decompose the input data into a first subband and a second subband, wherein the first and second subbands include different characterizing features of the pattern in the input data. The first and second subbands may then be fed into first and second neural networks being trained to recognize the pattern. Reductions in power expenditure, memory usage, and time taken, for example, allow resource-limited computing devices to perform functions they otherwise could not.
    Type: Application
    Filed: February 24, 2017
    Publication date: August 22, 2019
    Inventors: Sek Meng Chai, David Zhang, Mohamed Amer, Timothy J. Sheilds, Aswin Nadmuni Raghavan