Patents by Inventor Martin FERIANC

Martin FERIANC 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).

  • Data Free Neural Network Pruning
    Publication number: 20230144802
    Abstract: A system, method and computer readable medium are provided for implementing data free neural network pruning. The illustrative method include determining mutual information between outputs of two or more of the plurality neurons and a respective two or more inputs used to generate the outputs, the two or more neurons being activated as a result of synthetically created inputs for measuring entropy. The method includes determining a sparser neural network by pruning the plurality of neurons based on the determined mutual information.
    Type: Application
    Filed: November 10, 2022
    Publication date: May 11, 2023
    Applicant: Deeplite Inc.
    Inventors: Martin FERIANC, Anush SANKARAN, Olivier MASTROPIETRO, Ehsan SABOORI, Davis Mangan SAWYER