Patents by Inventor Ryan M. Dailey

Ryan M. Dailey 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).

  • NEURAL NETWORK OPTIMIZATION USING KNOWLEDGE REPRESENTATIONS
    Publication number: 20230297835
    Abstract: Systems, tools and methods are provided for optimizing neural networks (NNs) to run efficiently on target hardware such as central processing units (CPUs), graphics processing units (GPUs), digital signal processors (DSPs), etc. The provided software tools are implemented as part of a machine-learning operations (MLOps) workflow for building a neural network, and include optimization algorithms (e.g., for quantization and/or pruning) and compiler processes that reduce memory requirements and processing latency.
    Type: Application
    Filed: March 17, 2023
    Publication date: September 21, 2023
    Applicant: Latent AI, Inc.
    Inventors: Sek Meng Chai, Jan Ernst, Abelardo Lopez-Lagunas, Ryan M. Dailey