Patents by Inventor Hlynur Freyr Jonsson

Hlynur Freyr Jonsson 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: 20220101117
    Abstract: A computer-implemented method, system, and computer program product to solve a cognitive task that includes learning abstract properties. One embodiment may comprise accessing datasets that characterize the abstract properties. The accessed datasets may then be inputted into a first neural network to generate first embeddings. Pairs of the first embeddings generated may be formed, which correspond to pairs of the datasets. Data corresponding to the pairs formed may then be inputted into a second neural network, which may be executed to generate second embeddings. The latter may capture relational properties of the pairs of the datasets. A third neural network may be subsequently executed, based on the second embeddings generated, to obtain output values. One or more abstract properties of the datasets are learned based on the output values obtained, in order to solve the cognitive task.
    Type: Application
    Filed: September 29, 2020
    Publication date: March 31, 2022
    Inventors: Giovanni Cherubini, Hlynur Freyr Jonsson, Evangelos Stavros Eleftheriou