Doyun Kim

Title: Doyun Kim - Innovator in Neural Network Technology

Introduction

Doyun Kim is a prominent inventor based in Gwacheon-si, South Korea. He has made significant contributions to the field of neural networks and electronic devices. With a total of three patents to his name, Kim is recognized for his innovative approaches to technology.

Latest Patents

Doyun Kim's latest patents include a neural network device and a method of quantizing parameters of a neural network. This device features a quantization parameter calculator that quantizes parameters of a pre-trained neural network into mixed data types. It analyzes the statistical distribution of parameter values associated with at least one layer of the neural network. The quantization process involves converting input data and weights from an M-bit floating-point type to an N-bit fixed-point type, enhancing the efficiency of neural network operations.

Another notable patent is for an electronic device that includes a camera module. This camera module consists of a lens assembly aligned along an optical axis, an actuator, and a magnetic fixing structure. The design ensures that the lens assembly is securely positioned, allowing for improved functionality in electronic devices.

Career Highlights

Doyun Kim is currently employed at Samsung Electronics Co., Ltd., where he continues to push the boundaries of technology. His work has been instrumental in advancing the capabilities of electronic devices and neural networks.

Collaborations

Throughout his career, Doyun Kim has collaborated with talented individuals such as Sanghyuck Ha and Juhee Park. These collaborations have fostered innovation and contributed to the success of various projects.

Conclusion

Doyun Kim is a distinguished inventor whose work in neural networks and electronic devices has made a significant impact in the technology sector. His innovative patents reflect his commitment to advancing technology and improving device functionality.