Patents by Inventor Carl Steven Gold

Carl Steven Gold 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).

  • Organic learning
    Patent number: 10846592
    Abstract: Certain aspects of the present disclosure provide systems and methods for configuring and training neural networks. The method includes models of individual neurons in a network that avoid certain biologically impossible or implausible features of conventional artificial neural networks. Exemplary networks may use patterns of local connections between excitatory and inhibitory neurons to provide desirable computational properties. A network configured in this manner is shown to solve a digit classification problem.
    Type: Grant
    Filed: August 9, 2017
    Date of Patent: November 24, 2020
    Inventor: Carl Steven Gold
  • ORGANIC LEARNING
    Publication number: 20200082258
    Abstract: Certain aspects of the present disclosure provide systems and methods for configuring and training neural networks. The method includes models of individual neurons in a network that avoid certain biologically impossible or implausible features of conventional artificial neural networks. Exemplary networks may use patterns of local connections between excitatory and inhibitory neurons to provide desirable computational properties. A network configured in this manner is shown to solve a digit classification problem.
    Type: Application
    Filed: September 10, 2018
    Publication date: March 12, 2020
    Inventor: Carl Steven Gold
  • ORGANIC LEARNING
    Publication number: 20190050722
    Abstract: Certain aspects of the present disclosure provide systems and methods for configuring and training neural networks. The method includes models of individual neurons in a network that avoid certain biologically impossible or implausible features of conventional artificial neural networks. Exemplary networks may use patterns of local connections between excitatory and inhibitory neurons to provide desirable computational properties. A network configured in this manner is shown to solve a digit classification problem.
    Type: Application
    Filed: August 9, 2017
    Publication date: February 14, 2019
    Inventor: Carl Steven Gold