Patents by Inventor Meghan Lele

Meghan Lele 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).

  • Method and apparatus for performing different types of convolution operations with the same processing elements
    Patent number: 11074492
    Abstract: A method for implementing a convolutional neural network (CNN) accelerator on a target includes utilizing one or more processing elements to perform convolution. A configuration of the CNN accelerator is modified to change filters implemented by the CNN accelerator and to change formatting of output data. The one or more processing elements are utilized to perform one of deconvolution and backpropagation convolution in response to the change in the filters and formatting of the output data.
    Type: Grant
    Filed: December 1, 2016
    Date of Patent: July 27, 2021
    Assignee: Altera Corporation
    Inventors: Meghan Lele, Davor Capalija, Andrew Chaang Ling
  • Method and Apparatus for Performing Different Types of Convolution Operations with the Same Processing Elements
    Publication number: 20180032857
    Abstract: A method for implementing a convolutional neural network (CNN) accelerator on a target includes utilizing one or more processing elements to perform convolution. A configuration of the CNN accelerator is modified to change filters implemented by the CNN accelerator and to change formatting of output data. The one or more processing elements are utilized to perform one of deconvolution and backpropagation convolution in response to the change in the filters and formatting of the output data.
    Type: Application
    Filed: December 1, 2016
    Publication date: February 1, 2018
    Inventors: Meghan Lele, Davor Capalija, Andrew Chaang Ling