Company Filing History:
Years Active: 2021-2025
Title: Seohyung Lee: Innovator in Neural Network Technologies
Introduction
Seohyung Lee is a prominent inventor based in Seoul, South Korea. He has made significant contributions to the field of neural networks, holding a total of 17 patents. His work focuses on advanced processing methods that enhance the efficiency and effectiveness of neural network applications.
Latest Patents
One of his latest patents is a "Neural network processing method and apparatus based on nested bit representation." This innovative method involves obtaining first weights for a first layer of a source model of a neural network, determining a bit-width for that layer, and processing input data by executing the first layer based on the obtained second weights. Another notable patent is a "Method and apparatus with self-attention-based image recognition." This method includes generating three-dimensional feature maps and determining attention results through complex multiplications, significantly improving image recognition capabilities.
Career Highlights
Seohyung Lee is currently employed at Samsung Electronics Co., Ltd., where he continues to push the boundaries of technology. His work at Samsung has positioned him as a key player in the development of cutting-edge neural network solutions.
Collaborations
He collaborates with talented coworkers, including Byung In Yoo and Changyong Son, who contribute to his innovative projects and research endeavors.
Conclusion
Seohyung Lee's contributions to neural network technologies exemplify the spirit of innovation. His patents reflect a deep understanding of complex processing methods that are essential for advancing artificial intelligence applications.