Company Filing History:
Years Active: 2022-2025
Title: The Innovations of Bernhard Firner
Introduction
Bernhard Firner is a notable inventor based in Highland Park, NJ (US), recognized for his contributions to the field of autonomous machine technology. With a total of 10 patents to his name, Firner has made significant strides in enhancing the functionality and safety of autonomous vehicles.
Latest Patents
Among his latest patents is a groundbreaking invention focused on simulating realistic test data from transformed real-world sensor data for autonomous machines. This innovation allows for the generation of additional sensor data to test various vehicle functions, such as Automatic Emergency Braking (AEB) and Adaptive Cruise Control (ACC). By leveraging real-world recorded sensor data, Firner's invention enables the creation of diverse test scenarios, ensuring that vehicles can be thoroughly evaluated for their performance and safety.
Another significant patent involves neural network training using ground truth data augmented with high-definition map information for autonomous machine applications. This technology localizes training sensor data to HD map data, enhancing the training of deep neural networks (DNNs) for tasks such as object detection and road feature classification. The result is a more reliable navigation system for autonomous machines, capable of operating safely in various environments without solely relying on HD map data.
Career Highlights
Firner's career is marked by his role at Nvidia Corporation, where he has been instrumental in advancing technologies related to autonomous systems. His work has not only contributed to the company's innovative projects but has also positioned him as a key figure in the field of autonomous vehicle technology.
Collaborations
Throughout his career, Firner has collaborated with talented individuals such as Urs A Muller and Zongyi Yang. These partnerships have fostered a creative environment that has led to the development of cutting-edge technologies in the realm of autonomous machines.
Conclusion
Bernhard Firner's contributions to the field of autonomous technology are significant and impactful. His innovative patents and collaborative efforts continue to shape the future of autonomous vehicles, enhancing their safety and functionality.