Patents by Inventor Eva KOPPALI

Eva KOPPALI 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).

  • Generation of a control system for a target system
    Patent number: 11669056
    Abstract: The invention relates to a method for generating a control system for a target system, wherein: operational data is received; a first neural model component is trained with the received operational data for generating a prediction on a state of the target system based on the received operational data; a second neural model component is trained with the operational data for generating a regularizer for use in inverting the first neural model component; and the control system is generated by inverting the first neural model component by optimization and arranging to apply the regularizer generated with the second neural model component in the optimization. The invention relates also to a system and a computer program product.
    Type: Grant
    Filed: October 31, 2018
    Date of Patent: June 6, 2023
    Assignee: CANARY CAPITAL LLC
    Inventors: Harri Valpola, Eva Koppali
  • GENERATION OF A CONTROL SYSTEM FOR A TARGET SYSTEM
    Publication number: 20210341884
    Abstract: The invention relates to a method for generating a control system for a target system, wherein: operational data is received; a first neural model component is trained with the received operational data for generating a prediction on a state of the target system based on the received operational data; a second neural model component is trained with the operational data for generating a regularizer for use in inverting the first neural model component; and the control system is generated by inverting the first neural model component by optimization and arranging to apply the regularizer generated with the second neural model component in the optimization. The invention relates also to a system and a computer program product.
    Type: Application
    Filed: October 31, 2018
    Publication date: November 4, 2021
    Inventors: Harri VALPOLA, Eva KOPPALI