Patents by Inventor Tyler Michael Smith

Tyler Michael Smith 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 OF NEURAL NETWORK PROCESSING REDUCING INSTRUCTION USAGE
    Publication number: 20240249124
    Abstract: A system and method for executing or training a neural network (NN) may, using a computer processor, for a matrix A, for each row in A, for each unique value z appearing in one or more locations in the row in A: summing the set of rows in a matrix B where the set of rows in matrix B correspond to the indices of z in the row in A, the summing producing a vector, multiplying the vector by the unique value z to produce a product vector; and adding the product vector to a row in an output matrix C which corresponds to the row in A.
    Type: Application
    Filed: January 23, 2024
    Publication date: July 25, 2024
    Applicant: Neuralmagic Inc.
    Inventors: Nir SHAVIT, Alexander MATVEEV, Tyler Michael SMITH
  • System and method of determining and executing deep tensor columns in neural networks
    Patent number: 11960982
    Abstract: A system and method may partition and/or execute a NN, by, for a graph including nodes and hyper edges, each node representing a data item in the NN and each hyper edge representing an operation in the NN, identifying a deep tensor column comprising a subset of the nodes and a subset of the hyper edges, such that the operations in the deep tensor column, when executed, use only data which fits within a preselected cache.
    Type: Grant
    Filed: October 21, 2022
    Date of Patent: April 16, 2024
    Assignee: NEURALMAGIC, INC.
    Inventors: Alexander Matveev, Nir Shavit, Govind Ramnarayan, Tyler Michael Smith, Sage Moore