The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Sep. 29, 2026
Filed:
Mar. 17, 2023
Applicant:
Latent Ai, Inc., Menlo Park, CA (US);
Inventors:
Sek Meng Chai, Princeton, NJ (US);
Jan Ernst, Princeton, NJ (US);
Abelardo Lopez-Lagunas, Princeton, NJ (US);
Ryan M. Dailey, New Brunswick, NJ (US);
Assignee:
LATENT AI, INC., Menlo Park, CA (US);
Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06N 3/082 (2023.01);
U.S. Cl.
CPC ...
G06N 3/082 (2013.01);
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.