Mingrun Liu

Title: The Innovations of Mingrun Liu

Introduction

Mingrun Liu is a prominent inventor based in Shanghai, China. He has made significant contributions to the field of technology, particularly in the area of neural networks. His innovative work has led to the development of a unique patent that enhances the efficiency of data processing.

Latest Patents

Mingrun Liu holds a patent for a "Convolutional neural network accelerating device and method with input data conversion." This invention provides an input data conversion device that includes a scheduling unit, a data moving unit, a row data caching unit, and a row data expansion unit. The scheduling unit generates control commands based on the size and dimension of the input data, which helps in managing the actions of the other components effectively.

Career Highlights

Mingrun Liu is currently employed at Thinkforce Electronic Technology Co., Ltd. His role at the company allows him to apply his expertise in developing advanced technological solutions. His work has been instrumental in pushing the boundaries of what is possible in the realm of convolutional neural networks.

Collaborations

Mingrun Liu collaborates with talented individuals such as Liang Chen and Xiaopeng Li. Their combined efforts contribute to the innovative projects at Thinkforce Electronic Technology Co., Ltd.

Conclusion

Mingrun Liu's contributions to technology through his patent and work at Thinkforce Electronic Technology Co., Ltd. highlight his role as a key innovator in the field. His advancements in convolutional neural networks are paving the way for future developments in data processing technology.