Byeoung-su Kim

Title: Innovations of Byeoung-su Kim

Introduction

Byeoung-su Kim is a prominent inventor based in Hwaseong-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 six patents to his name, Kim is recognized for his innovative approaches to enhancing neural network performance.

Latest Patents

Kim's latest patents include a "Method and apparatus for quantizing artificial neural network." This invention outlines a quantization method for generating an output artificial neural network (ANN) by quantizing an input ANN. The process involves 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 invention details a method for generating a fixed point neural network by selecting an object layer, forming a candidate parameter set, determining an update parameter value based on network performance, and updating the quantization parameter accordingly.

Career Highlights

Byeoung-su Kim is currently employed at Samsung Electronics Co., Ltd., where he continues to push the boundaries of technology. His work focuses on improving the efficiency and effectiveness of neural networks, which are crucial for various applications in artificial intelligence.

Collaborations

Kim collaborates with talented individuals in his field, including Han-young Yim and Do-yun Kim. Their combined expertise contributes to the innovative projects at Samsung Electronics.

Conclusion

Byeoung-su Kim's contributions to the field of artificial intelligence through his patents and work at Samsung Electronics highlight his role as a leading inventor. His innovative methods for enhancing neural networks are paving the way for future advancements in technology.