Patents by Inventor Ilya Sutskever

Ilya Sutskever 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).

  • SYSTEM AND METHOD FOR PARALLELIZING CONVOLUTIONAL NEURAL NETWORKS
    Publication number: 20140180989
    Abstract: A parallel convolutional neural network is provided. The CNN is implemented by a plurality of convolutional neural networks each on a respective processing node. Each CNN has a plurality of layers. A subset of the layers are interconnected between processing nodes such that activations are fed forward across nodes. The remaining subset is not so interconnected.
    Type: Application
    Filed: September 18, 2013
    Publication date: June 26, 2014
    Applicant: Google Inc.
    Inventors: Alexander Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton
  • SYSTEM AND METHOD FOR GENERATING TRAINING CASES FOR IMAGE CLASSIFICATION
    Publication number: 20140177947
    Abstract: A system and method for generating training images. An existing training image is associated with a classification. The system includes an image processing module that performs color-space deformation on each pixel of the existing training image and then associates the classification to the color-space deformed training image. The technique may be applied to increase the size of a training set for training a neural network.
    Type: Application
    Filed: August 20, 2013
    Publication date: June 26, 2014
    Applicant: Google Inc.
    Inventors: Alexander Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton
  • Trans-lingual representation of text documents
    Patent number: 8738354
    Abstract: A method of creating translingual text representations takes in documents in a first language and in a second language and creates a matrix using the words in the documents to represent which words are present in which language. An algorithm is applied to each matrix such that like documents are placed close to each other and unlike documents are moved far from each other.
    Type: Grant
    Filed: June 19, 2009
    Date of Patent: May 27, 2014
    Assignee: Microsoft Corporation
    Inventors: John Platt, Ilya Sutskever
  • TRANS-LINGUAL REPRESENTATION OF TEXT DOCUMENTS
    Publication number: 20100324883
    Abstract: A method of creating translingual text representations takes in documents in a first language and in a second language and creates a matrix using the words in the documents to represent which words are present in which language. An algorithm is applied to each matrix such that like documents are placed close to each other and unlike documents are moved far from each other.
    Type: Application
    Filed: June 19, 2009
    Publication date: December 23, 2010
    Applicant: MICROSOFT CORPORATION
    Inventors: John Platt, Ilya Sutskever