Yesung Kang

Title: Yesung Kang: Innovator in Neural Network Technology

Introduction

Yesung Kang is a prominent inventor based in Ulsan, South Korea. He has made significant contributions to the field of neural network technology, holding three patents to his name. His work focuses on enhancing the efficiency and performance of neural network accelerators.

Latest Patents

One of Yesung Kang's latest patents is a neural network accelerator and operating method. This innovative accelerator includes an operator that calculates a first operation result based on a first tiled input feature map and first tiled filter data. It features a quantizer that generates a quantization result by quantizing the first operation result based on a second bit width extended compared with the first bit width of the first tiled input feature map. Additionally, a compressor generates a partial sum by compressing the quantization result, while a decompressor generates a second operation result by decompressing the partial sum. The operator also calculates a third operation result based on a second tiled input feature map, second tiled filter data, and the second operation result, ultimately generating an output feature map based on the third operation result.

Career Highlights

Yesung Kang has worked with notable organizations, including Samsung Electronics Co., Ltd. and the Ulsan National Institute of Science and Technology. His experience in these institutions has allowed him to develop and refine his innovative ideas in neural network technology.

Collaborations

Some of his coworkers include Seokhyeong Kang and Sunghoon Kim. Their collaboration has contributed to the advancement of projects in which they have been involved.

Conclusion

Yesung Kang is a distinguished inventor whose work in neural network technology has led to significant advancements in the field. His patents reflect his commitment to innovation and efficiency in technology.