Company Filing History:
21 out of 2,075 
2 out of 8,191 
1 out of 31,024 
Years Active: 2013-2024
Title: Aleksey Nogin: Innovator in Neural Networks and Software Security
Introduction
Aleksey Nogin, based in Fresno, CA, is a prominent inventor with a remarkable portfolio of 24 patents. His work primarily focuses on innovative technologies in neural network architectures and software security, fostering advancements in the field of autonomous systems.
Latest Patents
Two of Aleksey's latest patents exemplify his cutting-edge contributions. The first, titled "Neural network architecture for small LIDAR processing networks for slope estimation and ground plane segmentation," describes a system designed to train a neural network for estimating surface normals to guide autonomous platforms. This technology utilizes a parallelizable k-nearest neighbor sorting algorithm to input sampled points from point cloud data, transforming them from Euclidean to spherical coordinates. The trained model provides estimates of polar angles of surface normals, aiding in the effective operation of autonomous systems.
The second patent, "Low-overhead software transformation to enforce information security policies," outlines a system that modifies original software by inserting additional instructions. This system determines whether the execution of the software adheres to predefined policies in real-time. By analyzing the software, it identifies which run-time checks can be safely omitted, thus preventing unauthorized information from being transmitted over networks.
Career Highlights
Aleksey has made significant strides in his career, with notable positions at Hrl Laboratories, LLC and Raytheon Company. His expertise not only lies in inventing but also in applying his knowledge to practical and impactful technological solutions.
Collaborations
Throughout his career, Aleksey has collaborated with talented individuals such as Alexei Kopylov and George Kuan. These partnerships reflect his commitment to teamwork and innovation, contributing to advancements in technology through shared ideas and expertise.
Conclusion
Aleksey Nogin's innovative work in neural networks and software security positions him as a key inventor in the technological landscape. His 24 patents signify a dedication to advancing autonomous systems and securing software applications, marking him as a noteworthy figure in modern invention and innovation.