Company Filing History:
Years Active: 2022-2025
Title: The Innovative Contributions of Benjamin Isaac Mattinson
Introduction
Benjamin Isaac Mattinson is a prominent inventor based in San Francisco, CA. He has made significant contributions to the field of vehicle operation planning through his innovative patents. With a total of 4 patents, Mattinson is recognized for his work in machine learning and object detection technologies.
Latest Patents
One of his latest patents is titled "Machine-learned model for detecting object relevance to vehicle operation planning." This invention involves a machine-learned architecture that utilizes convolutional neural networks, graph neural networks, and multi-layer perceptrons to determine the relevance of objects in relation to vehicle actions. The architecture assesses a relevance score that indicates whether an object may impact vehicle operations. Another notable patent is "Perpendicular cut-in training," which describes techniques for training models to detect potential cut-in maneuvers by vehicles. This involves analyzing log data from vehicles to generate training data that helps predict such maneuvers.
Career Highlights
Mattinson is currently employed at Zoox, Inc., where he continues to develop cutting-edge technologies in the automotive sector. His work focuses on enhancing the safety and efficiency of autonomous vehicles through advanced machine learning techniques.
Collaborations
Throughout his career, Mattinson has collaborated with talented individuals such as Michael Haggblade and Gowtham Garimella. These partnerships have contributed to the success of his innovative projects and patents.
Conclusion
Benjamin Isaac Mattinson's contributions to vehicle operation planning and machine learning are noteworthy. His innovative patents reflect his commitment to advancing technology in the automotive industry.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.