Seongjong Kim

Title: Seongjong Kim: Innovator in Machine Learning Hardware

Introduction

Seongjong Kim is a notable inventor based in Hillsboro, OR (US). He has made significant contributions to the field of machine learning through his innovative patent. His work focuses on enhancing the efficiency of hardware accelerators used in computational tasks.

Latest Patents

Seongjong Kim holds a patent for a "Reconfigurable multi-precision integer dot-product hardware accelerator for machine-learning applications." This invention features a configurable integrated circuit designed to compute vector dot products between two N-bit vectors across various precision modes. The design includes multiple slices that calculate the dot products of corresponding segments of the vectors, producing intermediary results for lower precision modes. Additionally, it employs adder trees to sum these results, ultimately merging them in an accumulator to achieve the highest precision mode.

Career Highlights

Seongjong Kim is currently employed at Intel Corporation, where he continues to push the boundaries of technology. His work at Intel has positioned him as a key player in the development of advanced hardware solutions for machine learning applications.

Collaborations

Throughout his career, Seongjong has collaborated with talented individuals such as Himanshu Kaul and Mark A Anders. These partnerships have fostered innovation and contributed to the success of his projects.

Conclusion

Seongjong Kim's contributions to machine learning hardware through his innovative patent exemplify his expertise and commitment to advancing technology. His work at Intel Corporation and collaborations with esteemed colleagues further highlight his impact in the field.