Hao Li

Title: The Innovative Contributions of Hao Li

Introduction

Hao Li is a prominent inventor based in Silver Spring, MD (US), known for his significant contributions to the field of security systems through his innovative patents. With a total of 3 patents to his name, he has made strides in enhancing the effectiveness of security technologies.

Latest Patents

Hao Li's latest patents include a security system utilizing a convolutional neural network (CNN) with pruned filters. This system is designed to detect intrusion events by employing sensors that monitor an environment. The pruned CNN processes information from these sensors to classify events, with an alert module that detects intrusion events based on these classifications. Additionally, he has developed methods for passive pruning of filters in a CNN, which involves calculating the sum of weights for each filter in a layer. By filtering out the least significant filters, the computational cost of operating the CNN is reduced, and the pruned CNN is retrained to maintain accuracy.

Career Highlights

Hao Li is currently employed at NEC Corporation, where he continues to innovate and develop advanced security solutions. His work has been instrumental in pushing the boundaries of what is possible in the realm of security technology.

Collaborations

Hao Li has collaborated with notable colleagues, including Asim Kadav and Igor Durdanovic, contributing to a dynamic and innovative work environment.

Conclusion

Hao Li's contributions to security systems through his patents reflect his commitment to innovation and excellence in technology. His work continues to influence the field and enhance security measures in various applications.