Jeong-hoon Ko

Title: Inventor Profile: Jeong-hoon Ko from Hwaseong-si, KR

Introduction

Jeong-hoon Ko is an innovative inventor based in Hwaseong-si, South Korea, who has made significant contributions to the field of circuit design and machine learning. With a total of three patents to his name, his work primarily focuses on advancing technologies that improve verification and performance in electronic systems.

Latest Patents

Jeong-hoon Ko's latest patents demonstrate his expertise in the integration of reinforcement learning with circuit design. One of his notable inventions is a device for generating a verification vector for circuit design verification. This technology employs a neural network device and involves inputting a test vector to a circuit block, generating rewards based on coverage, and applying these rewards to enhance reinforcement learning processes.

Another significant patent is a method and apparatus for selecting a model of machine learning based on meta-learning. This invention encompasses a systematic approach where it receives datasets, configures a learning space, extracts meta-features, calculates performance, and optimizes the configuration using the results of meta-learning. Such inventions are pivotal in advancing artificial intelligence applications within electronic systems.

Career Highlights

Jeong-hoon Ko is associated with Samsung Electronics Co., Ltd., a leading global company in technology and innovation. His role in the company has positioned him at the forefront of cutting-edge research and development in circuit design and machine learning technologies, contributing to Samsung's mission to drive forward-thinking solutions in the electronics industry.

Collaborations

Throughout his career, Jeong-hoon has collaborated with notable colleagues including In Huh and Chang-wook Jeong. These partnerships not only enhance the diversity of thought in his work but also lead to the creation of advanced technological solutions that address complex challenges in circuit design.

Conclusion

In conclusion, Jeong-hoon Ko's contributions to the fields of circuit design and machine learning underscore his position as a prominent inventor. With his innovative patents and collaborations at Samsung Electronics Co., Ltd., he continues to pave the way for advancements that are likely to shape the future of technology in substantial ways.