Patents by Inventor Grégoire MONTAVON

Grégoire MONTAVON 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).

  • Publication number: 20180018553
    Abstract: The task of relevance score assignment to a set of items onto which an artificial neural network is applied is obtained by redistributing an initial relevance score derived from the network output, onto the set of items by reversely propagating the initial relevance score through the artificial neural network so as to obtain a relevance score for each item. In particular, this reverse propagation is applicable to a broader set of artificial neural networks and/or at lower computational efforts by performing same in a manner so that for each neuron, preliminarily redistributed relevance scores of a set of downstream neighbor neurons of the respective neuron are distributed on a set of upstream neighbor neurons of the respective neuron according to a distribution function.
    Type: Application
    Filed: September 20, 2017
    Publication date: January 18, 2018
    Inventors: Sebastian BACH, Wojciech SAMEK, Klaus-Robert MUELLER, Alexander BINDER, Grégoire MONTAVON