Igor Durdanovic

Title: Igor Durdanovic: Innovator in Security Systems

Introduction

Igor Durdanovic is a prominent inventor based in Lawrenceville, NJ (US). He holds a total of 9 patents that showcase his expertise in the field of security systems and artificial intelligence. His innovative work focuses on enhancing security measures through advanced technologies.

Latest Patents

One of Igor's latest patents is a security system utilizing a convolutional neural network with pruned filters. This system includes sensors designed to monitor an environment, where a pruned convolutional neural network (CNN) processes information from these sensors to classify events. The CNN filters with the smallest summed weights are pruned to optimize performance. An alert module is integrated to detect intrusion events based on the classifications, while a control module executes security actions upon detection.

Another significant patent involves passive pruning of filters in a convolutional neural network. This method calculates the sum of weights for each filter in a CNN layer, sorting them by their respective sums. A set of filters with the smallest sums is filtered out to reduce computational costs. The pruned CNN is then retrained to recover any accuracy loss resulting from the pruning process.

Career Highlights

Igor has worked with notable companies such as NEC Corporation and NEC Laboratories America, Inc. His experience in these organizations has contributed to his development as an inventor and innovator in the field of security technology.

Collaborations

Igor has collaborated with esteemed colleagues, including Hans Peter Graf and Eric Cosatto. Their combined expertise has likely influenced the advancements in Igor's inventions.

Conclusion

Igor Durdanovic is a significant figure in the realm of security systems, with a focus on utilizing convolutional neural networks to enhance safety measures. His contributions through patents and collaborations reflect his commitment to innovation in technology.