Han-young Yim

Title: Innovations by Han-young Yim

Introduction

Han-young Yim is a prominent inventor based in Suwon-si, South Korea. He has made significant contributions to the field of artificial intelligence, particularly in the development of neural networks. With a total of four patents to his name, Yim's work is at the forefront of technological advancements in this area.

Latest Patents

Yim's latest patents include a "Method and apparatus for quantizing artificial neural network." This innovative method involves generating an output artificial neural network (ANN) by quantizing an input ANN. The process includes obtaining second parameters by quantizing first parameters of the input ANN, obtaining a sample distribution from an intermediate ANN, and determining a fractional length for the sample distribution. Another notable patent is the "Method and apparatus for generating fixed point neural network." This method focuses on selecting at least one layer of a neural network as an object layer and forming a candidate parameter set. It also involves determining an update parameter value based on the network's performance and updating the quantization parameter accordingly.

Career Highlights

Han-young Yim is currently employed at Samsung Electronics Co., Ltd., where he continues to push the boundaries of innovation in neural network technology. His work has garnered attention for its practical applications and potential to enhance machine learning systems.

Collaborations

Yim collaborates with talented individuals such as Do-yun Kim and Byeoung-su Kim, contributing to a dynamic team focused on advancing artificial intelligence technologies.

Conclusion

Han-young Yim's contributions to the field of artificial intelligence through his innovative patents and work at Samsung Electronics Co., Ltd. highlight his role as a leading inventor in the industry. His advancements in neural network technology are paving the way for future developments in artificial intelligence.