Paul Alex Dow

Title: Innovations by Paul Alex Dow

Introduction

Paul Alex Dow is an accomplished inventor based in Los Angeles, CA. He holds a total of four patents that showcase his expertise in robotics and sensory data processing. His work is characterized by a focus on biologically inspired models and advanced machine learning techniques.

Latest Patents

One of his latest patents is titled "Hierarchical spatial representation for multimodal sensory data." This invention creates and stores target representations in various coordinate systems based on models inspired by the human vision system. By utilizing these biologically inspired target representations, computers can be programmed for robot control without relying on kinematics to relate target positions in camera eyes to those in body or head coordinates. The robot's sensors and appendages are controlled in an open-loop manner to focus on the target. Additionally, this invention teaches a method to learn the mappings between coordinate representations using existing machine learning techniques, such as Locally Weighted Projection Regression. Another significant patent is "Robot control based on saliency and invariant spatial representations using hierarchical spatial working memory." This method and apparatus enable robots to control prioritized targets extracted from fused visual and auditory saliency maps. The fused saliency map can extend beyond the robot's immediate visual range, allowing it to maintain awareness of targets outside this range. The saliency map may be derived through either a bottom-up or top-down approach and can be feature-based or object-based.

Career Highlights

Throughout his career, Paul has worked with notable companies, including HRL Laboratories, LLC. His innovative contributions have significantly advanced the field of robotics and sensory data processing.

Collaborations

Paul has collaborated with esteemed colleagues, including David J. Huber and Deepak Khosla, further enhancing the impact of his work in the industry.

Conclusion

Paul Alex Dow's contributions to robotics and sensory data processing through his patents demonstrate his innovative spirit and expertise in the field. His work continues to influence advancements in robot control and machine learning techniques.