Patents by Inventor Siddhartha Rao KAMALAKARA

Siddhartha Rao KAMALAKARA 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 Low Rank Training of Neural Networks
    Publication number: 20230057387
    Abstract: A method of training a neural network model and related systems are disclosed. The method includes training the neural network model by factorising, based on a singular value decomposition scheme, a first plurality of nodes of the neural network model into a low rank neural network model comprising a second plurality of nodes. Each node of the second plurality of nodes is defined at least in part by at least one weight matrix, and the factorisation is based on a matrix decomposition scheme constrained by one or more directionality criteria.
    Type: Application
    Filed: July 21, 2022
    Publication date: February 23, 2023
    Applicant: Cohere Inc.
    Inventors: Siddhartha Rao KAMALAKARA, Bharat VENKITESH, Aidan N. GOMEZ, Acyr Flavio Neto Locatelli