Patents by Inventor Pavel Sanda

Pavel Sanda 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).

  • Decision making based on spike time dependent plasticity of a neural network
    Patent number: 11900245
    Abstract: Systems, devices, and methods are disclosed for decision making based on plasticity rules of a neural network. A method may include obtaining a multilayered model. The multilayered model may include an input layer including one or more input units. The multilayered model may include one or more hidden layers including one or more hidden units. Each input unit may have a first connection with at least one hidden unit. The multilayered model may include an output layer including one or more output units. The method may also include receiving an input at a first input unit. The method may include sending a first signal from the first input unit to at least one hidden unit via a first connection comprising a first strength. The method may also include making a decision based on the model receiving the input.
    Type: Grant
    Filed: August 30, 2018
    Date of Patent: February 13, 2024
    Assignee: THE REGENTS OF THE UNIVERSITY OF CALIFORNIA
    Inventors: Steven Skorheim, Maksim Bazhenov, Pavel Sanda
  • DECISION MAKING BASED ON SPIKE TIME DEPENDENT PLASTICITY OF A NEURAL NETWORK
    Publication number: 20200193289
    Abstract: Systems, devices, and methods are disclosed for decision making based on plasticity rules of a neural network. A method may include obtaining a multilayered model. The multilayered model may include an input layer including one or more input units. The multilayered model may include one or more hidden layers including one or more hidden units. Each input unit may have a first connection with at least one hidden unit. The multilayered model may include an output layer including one or more output units. The method may also include receiving an input at a first input unit. The method may include sending a first signal from the first input unit to at least one hidden unit via a first connection comprising a first strength. The method may also include making a decision based on the model receiving the input.
    Type: Application
    Filed: August 30, 2018
    Publication date: June 18, 2020
    Inventors: Steven Skorheim, Maksim Bazhenov, Pavel Sanda