Brian L Burns

Title: Innovations of Brian L. Burns

Introduction

Brian L. Burns is an accomplished inventor based in West Hollywood, California. He has made significant contributions to the field of technology, particularly in systems for detecting adversarial activities and neural activity analysis. With a total of three patents to his name, Burns continues to push the boundaries of innovation.

Latest Patents

One of his latest patents is titled "System and method for detecting adversarial activities using a compact graph representation." This invention describes a system that generates a multi-layer temporal graph tensor (MTGT) representation based on an input tag stream of activities. The MTGT representation is decomposed to identify normal and abnormal activities, with the latter being designated as adversarial activities. A device can then be controlled based on the designation of these adversarial activities.

Another notable patent is "Feature selection of neural activity using hierarchical clustering with stochastic search." This system extends supervised hierarchical clustering to neural activity signals. It generates a hierarchical dendrogram representing a set of neural activity data, which is then searched for an optimal cluster parcellation using a stochastic supervised search process. The result is a reduced neural activity feature set that enhances the classification of neural data.

Career Highlights

Brian L. Burns is currently employed at Hrl Laboratories, LLC, where he applies his expertise in developing innovative solutions. His work focuses on advancing technology in ways that can significantly impact various industries.

Collaborations

Throughout his career, Burns has collaborated with talented individuals such as Kang-Yu Ni and Rajan Bhattacharyya. These collaborations have contributed to the success of his projects and the advancement of technology in his field.

Conclusion

Brian L. Burns is a notable inventor whose work in detecting adversarial activities and analyzing neural data showcases his innovative spirit. His contributions continue to influence the technological landscape, making him a key figure in his field.