Patents by Inventor Peter Dayan

Peter Dayan 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).

  • REPRESENTATIONS OF UNITS IN NEURAL NETWORKS
    Publication number: 20190286970
    Abstract: A trained computer model includes a direct network and an indirect network. The indirect network generates a set of weights or a set of weight distributions for the nodes and layers of the direct network. The direct network includes units associated with unit codes representative of the unit's structural position in the direct network. Weight codes are determined for weights of the direct network based on unit codes associated with units connected by the weights. The indirect network generates the set of weights or set of weight distributions based on weight codes associated with weights of the direct network.
    Type: Application
    Filed: March 18, 2019
    Publication date: September 19, 2019
    Inventors: Theofanis Karaletsos, Peter Dayan, Zoubin Ghahramani