Patents by Inventor Sairam K. M. Menon

Sairam K. M. Menon 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).

  • Compiler and hardware abstraction layer architecture for a neural network accelerator
    Patent number: 10789402
    Abstract: Examples herein describe a method for a compiler and hardware-abstraction-layer architecture for a programmable integrated circuit (IC). In one embodiment, a method for mapping and porting a neural network to an integrated circuit (IC) is disclosed. The method includes receiving a network description of the neural network; generating a framework independent network graph based on the network description; performing a plurality of back-end operations on the network graph to generate an execution sequence vector; and configuring the IC based on the execution sequence vector.
    Type: Grant
    Filed: May 1, 2019
    Date of Patent: September 29, 2020
    Assignee: XILINX, INC.
    Inventors: Kumar S. S. Vemuri, Abid Karumannil, Venkataraju Koppada, Anitha Barri, Anusha Perla, Vishal K. Jain, Sairam K. M. Menon, Anil K. Martha