Patents by Inventor Luke Skelly

Luke Skelly 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 and methods for optimization of a data model network architecture for target deployment
    Patent number: 11586875
    Abstract: Systems and methods are provided for selecting an optimized data model architecture subject to resource constraints. One or more resource constraints for target deployment are identified, and random model architectures are generated from a set of model architecture production rules subject to the one or more resource constraints. Each random model architecture is defined by randomly chosen values for one or more meta parameters and one or more layer parameters. One or more of the random model architectures are adaptively refined to improve performance relative to a metric, and the refined model architecture with the best performance relative to the metric is selected.
    Type: Grant
    Filed: November 21, 2018
    Date of Patent: February 21, 2023
    Assignee: Massachusetts Institute of Technology
    Inventors: Jason R. Thornton, Luke Skelly, Michael Chan, Ronald Duarte, Daniel Scarafoni
  • SYSTEMS AND METHODS FOR OPTIMIZATION OF A DATA MODEL NETWORK ARCHITECTURE FOR TARGET DEPLOYMENT
    Publication number: 20190156178
    Abstract: Systems and methods are provided for selecting an optimized data model architecture subject to resource constraints. One or more resource constraints for target deployment are identified, and random model architectures are generated from a set of model architecture production rules subject to the one or more resource constraints. Each random model architecture is defined by randomly chosen values for one or more meta parameters and one or more layer parameters. One or more of the random model architectures are adaptively refined to improve performance relative to a metric, and the refined model architecture with the best performance relative to the metric is selected.
    Type: Application
    Filed: November 21, 2018
    Publication date: May 23, 2019
    Inventors: Jason R. Thornton, Luke Skelly, Michael Chan, Ronald Duarte, Daniel Scarafoni
  • Rear-projected life-like robotic head
    Patent number: 9810975
    Abstract: Some embodiments of the invention are directed toward a robotic head that includes a head enclosure; a translucent face mask coupled with the head enclosure, having a front side and a rear side; a neck system coupled with the head enclosure and configured to move the head enclosure; and a projector coupled with the head enclosure and disposed to project images of a face onto the rear side of the face mask.
    Type: Grant
    Filed: February 11, 2016
    Date of Patent: November 7, 2017
    Assignee: University of Denver
    Inventors: Mohammad H. Mahoor, Ali Mollahosseini, Luke Skelly, Quinn Martindale-George
  • REAR-PROJECTED LIFE-LIKE ROBOTIC HEAD
    Publication number: 20160231645
    Abstract: Some embodiments of the invention are directed toward a robotic head that includes a head enclosure; a translucent face mask coupled with the head enclosure, having a front side and a rear side; a neck system coupled with the head enclosure and configured to move the head enclosure; and a projector coupled with the head enclosure and disposed to project images of a face onto the rear side of the face mask.
    Type: Application
    Filed: February 11, 2016
    Publication date: August 11, 2016
    Inventors: Mohammad H. Mahoor, Ali Mollahosseini, Luke Skelly, Quinn Martindale-George