This inventor holds 4 USPTO granted patents and 8 published patent applications and 1 EPO patent. Top assignees: Yonsei University, Lg Cns Co., Ltd., Lg Innotek. Active years: 2018-2026.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
2 out of 1,492 
1 out of 108 
1 out of 275 Years Active: 2018-2026
Title: The Innovative Contributions of Su Min Lee
Introduction
Su Min Lee is a prominent inventor based in Seoul, South Korea. He has made significant contributions to the field of artificial intelligence and neural networks, holding three patents that showcase his innovative approach to technology. His work focuses on optimizing hardware structures and enhancing image processing capabilities through advanced algorithms.
Latest Patents
One of Su Min Lee's latest patents is a method for optimizing the hardware structure of convolutional neural networks. This method involves searching for an initial feature value group to optimize the final convolution layer among multiple layers. It includes setting an initial fusing network, computing operation times for each layer, and resetting the fusing network to determine the optimal number of operators for each layer.
Another notable patent is an image upscaling apparatus that utilizes artificial neural networks with multiple deconvolution layers. This apparatus is designed to enhance image quality by extracting features through multiple convolution layers and outputting an upscaled image. The multilayer structure includes partition layers that effectively shuffle features to improve the final output.
Career Highlights
Su Min Lee has worked with esteemed institutions such as Yonsei University and LG CNS Co., Ltd. His experience in these organizations has allowed him to collaborate on cutting-edge research and development projects, furthering his expertise in the field of artificial intelligence.
Collaborations
Throughout his career, Su Min Lee has collaborated with notable colleagues, including Seong Ook Jung and Sung Hwan Joo. These partnerships have contributed to the advancement of his research and the successful development of his patented technologies.
Conclusion
Su Min Lee's innovative work in optimizing neural networks and image processing has established him as a key figure in the field of artificial intelligence. His patents reflect a commitment to advancing technology and improving computational efficiency.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile