Company Filing History:
Years Active: 2022
Title: Innovations by Inventor Xiao Bo in Autonomous Driving Technology
Introduction
Xiao Bo is an innovative inventor based in Sunnyvale, CA, who has made significant contributions to the field of autonomous driving technology. With a focus on enhancing the efficiency of convolutional neural networks (CNNs), Bo's work is paving the way for advancements in how autonomous vehicles perceive and classify their environments.
Latest Patents
Xiao Bo holds a patent for an innovative system that accelerates batch-normalized convolutional neural network models specifically designed for autonomous driving vehicles. The patent, titled "Offline combination of convolutional/deconvolutional and batch-norm layers of convolutional neural network models for autonomous driving vehicles," outlines a method for extracting and optimizing layers from CNN models. This system calculates scale and shift vectors to generate an accelerated CNN model, which is crucial for classifying objects perceived by autonomous driving vehicles. Bo's patent represents a significant step forward in improving the performance and reliability of autonomous systems.
Career Highlights
Xiao Bo is currently employed at Baidu USA LLC, where he continues to work on cutting-edge technologies in the field of artificial intelligence and machine learning. His expertise in CNNs and autonomous driving applications has positioned him as a valuable asset in the tech industry. With a focus on practical applications of his research, Bo is dedicated to advancing the capabilities of autonomous vehicles.
Collaborations
Xiao Bo collaborates with talented colleagues, including Zhenhua Yu and Jun Zhou, who contribute to the innovative projects at Baidu USA LLC. These collaborations foster a dynamic environment for research and development, leading to groundbreaking advancements in technology.
Conclusion
Xiao Bo's contributions to the field of autonomous driving through his innovative patent and work at Baidu USA LLC highlight the importance of research and collaboration in advancing technology. His efforts are instrumental in shaping the future of autonomous vehicles and their capabilities.