Location History:
- Beaverton, OR (US) (2006 - 2008)
- Hillsboro, OR (US) (2017 - 2022)
Company Filing History:
Years Active: 2006-2022
Title: Todd A. Anderson: Innovator in Machine Learning Optimization
Introduction
Todd A. Anderson is a prominent inventor based in Beaverton, Oregon. He has made significant contributions to the field of machine learning, holding a total of 11 patents. His work focuses on optimizing the execution of machine learning models and enhancing automated control systems.
Latest Patents
One of Todd's latest patents is titled "Methods and apparatus to optimize execution of a machine learning model." This invention discloses methods, apparatus, systems, and articles of manufacture designed to optimize the execution of machine learning models. An example apparatus includes a quantizer that quantizes a layer of a model based on execution constraints, represented by a matrix. Additionally, a packer is utilized to pack the quantized layer into a packed matrix, grouping non-zero values along rows or columns. A blocker divides the packed layer into blocks, while a fuser integrates the blocked layer into a pipeline. Finally, a packager converts the pipeline into a binary format.
Another significant patent focuses on "Technology to handle ambiguity in automated control systems." This invention provides systems, apparatuses, and methods that obtain categorization and uncertainty information from a perception subsystem. The technology determines whether the uncertainty information meets relevance criteria and automatically controls the perception subsystem to enhance accuracy in subsequent categorizations.
Career Highlights
Todd A. Anderson is currently employed at Intel Corporation, where he continues to innovate and develop cutting-edge technologies. His work at Intel has positioned him as a key player in the advancement of machine learning and automated systems.
Collaborations
Throughout his career, Todd has collaborated with notable colleagues, including David M. Putzolu and Hongbo Rong. These collaborations have contributed to the development of innovative solutions in the field.
Conclusion
Todd A. Anderson is a distinguished inventor whose work in machine learning optimization and automated control systems has made a significant impact. His contributions continue to shape the future of technology and innovation.