Location History:
- Cambridge, MA (US) (2021)
- Newton, MA (US) (2016 - 2024)
Company Filing History:
13 out of 757 
7 out of 8,369 
1 out of 36 Years Active: 2016-2024
Title: Innovations of John J Leonard
Introduction
John J Leonard is a prominent inventor based in Cambridge, MA, known for his significant contributions to robotics and machine learning. With a total of 17 patents to his name, Leonard has made remarkable advancements in predicting the trajectories of moving objects and enhancing driver situational awareness.
Latest Patents
One of his latest patents is titled "Systems and methods for predicting the trajectory of a moving object." This invention involves a robot that utilizes a probabilistic hybrid discrete-continuous automaton model learned as a deep neural network. The system infers a sequence of high-level discrete modes and associated low-level samples, which correspond to candidate maneuvers and trajectories for the moving object. The robot then adapts its operations based on the predicted trajectory.
Another notable patent is the "Cognitive heat map: a model for driver situational awareness." This system integrates a camera to capture environmental image data and a monitoring system to generate gaze sequences of a subject. A computing device processes this information using a machine learning model, resulting in the generation of a gaze probability density heat map and an attended awareness heat map.
Career Highlights
Throughout his career, John J Leonard has worked with esteemed organizations such as the Toyota Research Institute and the Massachusetts Institute of Technology. His work has significantly impacted the fields of robotics and artificial intelligence, showcasing his expertise and innovative thinking.
Collaborations
Leonard has collaborated with notable individuals in his field, including Luke S Fletcher and Stephen G McGill. These partnerships have contributed to the development of groundbreaking technologies and research.
Conclusion
John J Leonard's contributions to innovation in robotics and machine learning are noteworthy. His patents reflect a deep understanding of complex systems and a commitment to advancing technology for practical applications.
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.