Patents by Inventor Erdrin Azemi

Erdrin Azemi 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: 20210374570
    Abstract: The present application relates to apparatus, systems, and methods to perform subject-aware self-supervised learning of a machine-learning model for classification of data, such as classification of biosignals.
    Type: Application
    Filed: May 20, 2021
    Publication date: December 2, 2021
    Applicant: Apple Inc.
    Inventors: Joseph Y. Cheng, Erdrin Azemi, Hanlin Goh, Kaan E. Dogrusoz, Cuneyt O. Tuzel
  • Publication number: 20210286429
    Abstract: Techniques are disclosed for defining a training data set to include biosignals and categorical labels representative of a context. For example, a categorical label may indicate whether a user was performing a difficult or easy mental task while the biosignal was being recorded. A set of first layers in a neural network can be trained using a portion of the training data set associated with a first set of users and at least one second layer can be trained using a portion of the training data set associated with a particular other user. The neural network can then be used to process other biosignals from the particular other user to generate predicted categorical context labels.
    Type: Application
    Filed: February 12, 2021
    Publication date: September 16, 2021
    Applicant: Apple Inc.
    Inventors: Erdrin Azemi, Joseph Yitan Cheng, Hanlin Goh
  • Patent number: 9924883
    Abstract: Disclosed herein are neural probes comprising an L1 polypeptide functional fragment thereof on the exterior surface of the probe, devices including such electrodes, and methods of their use. The disclosed embodiments are useful, for example, for in methods of recording and/or stimulating neural signals in a subject.
    Type: Grant
    Filed: June 27, 2014
    Date of Patent: March 27, 2018
    Assignee: University of Pittsburgh—Of the Commonwealth System of Higher Education
    Inventors: Xinyan T. Cui, Carl F. Lagenaur, Erdrin Azemi, Noah R. Snyder
  • Publication number: 20150005607
    Abstract: Disclosed herein are neural probes comprising an L1 polypeptide functional fragment thereof on the exterior surface of the probe, devices including such electrodes, and methods of their use. The disclosed embodiments are useful, for example, for in methods of recording and/or stimulating neural signals in a subject.
    Type: Application
    Filed: June 27, 2014
    Publication date: January 1, 2015
    Applicant: University of Pittsburgh - Of the Commonwealth System of Higher Education
    Inventors: Xinyan T. Cui, Carl F. Lagenaur, Erdrin Azemi, Noah R. Snyder