Patents by Inventor Avinash Siravuru

Avinash Siravuru 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).

  • Sensor fusion
    Patent number: 11610125
    Abstract: According to one aspect, a method for sensor fusion associated with a long short-term memory (LSTM) cell may include generating a first adjusted sensor encoding based on a first sensor encoding from a first sensor, generating a second adjusted sensor encoding based on a second sensor encoding from a second sensor, generating a fusion result based on the first adjusted sensor encoding and the second adjusted sensor encoding, generating a first product based on the fusion result and the first adjusted sensor encoding, generating a second product based on the second adjusted sensor encoding, and generating a fused state based on the first product and the second product.
    Type: Grant
    Filed: November 25, 2019
    Date of Patent: March 21, 2023
    Assignee: HONDA MOTOR CO., LTD.
    Inventors: Athmanarayanan Lakshmi Narayanan, Avinash Siravuru
  • SENSOR FUSION
    Publication number: 20210004687
    Abstract: According to one aspect, a method for sensor fusion associated with a long short-term memory (LSTM) cell may include generating a first adjusted sensor encoding based on a first sensor encoding from a first sensor, generating a second adjusted sensor encoding based on a second sensor encoding from a second sensor, generating a fusion result based on the first adjusted sensor encoding and the second adjusted sensor encoding, generating a first product based on the fusion result and the first adjusted sensor encoding, generating a second product based on the second adjusted sensor encoding, and generating a fused state based on the first product and the second product.
    Type: Application
    Filed: November 25, 2019
    Publication date: January 7, 2021
    Inventors: Athmanarayanan Lakshmi Narayanan, Avinash Siravuru