Patents by Inventor Anthony Robert Mautino

Anthony Robert Mautino 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).

  • Integrated circuit designs for reservoir computing and machine learning
    Patent number: 11816558
    Abstract: An integrated circuit device for reservoir computing can include a weighted input layer, an unweighted, asynchronous, internal recurrent neural network made up of nodes having binary weighting, and a weighted output layer. Weighting of output signals can be performed using predetermined weighted sums stored in memory. Application specific integrated circuit (ASIC) embodiments may include programmable nodes. Characteristics of the reservoir of the device can be tunable to perform rapid processing and pattern recognition of signals at relatively large rates.
    Type: Grant
    Filed: May 16, 2018
    Date of Patent: November 14, 2023
    Assignee: UNIVERSITY OF MARYLAND, COLLEGE PARK
    Inventors: Daniel Lathrop, Itamar Shani, Peter Megson, Alessandro Restelli, Anthony Robert Mautino
  • Integrated Circuit Designs for Reservoir Computing and Machine Learning
    Publication number: 20210406648
    Abstract: An integrated circuit device for reservoir computing can include a weighted input layer, an unweighted, asynchronous, internal recurrent neural network made up of nodes having binary weighting, and a weighted output layer. Weighting of output signals can be performed using predetermined weighted sums stored in memory. Application specific integrated circuit (ASIC) embodiments may include programmable nodes. Characteristics of the reservoir of the device can be tunable to perform rapid processing and pattern recognition of signals at relatively large rates.
    Type: Application
    Filed: May 16, 2018
    Publication date: December 30, 2021
    Inventors: Daniel Lathrop, Itamar Shani, Peter Megson, Alessandro Restelli, Anthony Robert Mautino