Xianpei Zheng

Title: The Innovative Mind of Xianpei Zheng

Introduction

Xianpei Zheng is a prominent inventor based in Beijing, China. He has made significant contributions to the field of neural networks and memory architecture. His innovative work has led to the development of a unique patent that enhances the efficiency of convolutional neural networks.

Latest Patents

Xianpei Zheng holds a patent for a "Neural network architecture with high bandwidth memory (HBM)." This system integrates a high bandwidth memory with a convolutional neural network engine. The HBM consists of a virtual bank portion designed to store feature map data and a system memory portion that facilitates data exchanges with a host. The CNN engine features a convolutional unit for executing convolutional layer instructions, a depthwise convolutional unit for depthwise layer instructions, and a first on-chip buffer. This buffer is capable of receiving and storing feature map data or data results from the convolutional unit, and it can send this information to the depthwise convolutional unit for further processing.

Career Highlights

Xianpei Zheng is currently employed at Xilinx, Inc., where he continues to push the boundaries of technology. His work focuses on enhancing the performance of neural networks through innovative memory solutions. Zheng's expertise in this area has positioned him as a key player in the tech industry.

Collaborations

Xianpei Zheng collaborates with talented individuals such as Zhongmin Chen and Lingzhi Sui. Together, they work on advancing technologies that have the potential to revolutionize the field of artificial intelligence.

Conclusion

Xianpei Zheng's contributions to neural network architecture and high bandwidth memory are noteworthy. His innovative patent reflects his commitment to advancing technology and improving computational efficiency. Zheng's work continues to inspire future innovations in the field.