Pengbo Zheng

Title: Pengbo Zheng: Innovator in Neural Network Architecture

Introduction

Pengbo Zheng is a notable inventor based in Beijing, China. He has made significant contributions to the field of neural network architecture, particularly through his innovative patent. His work focuses on enhancing the efficiency and performance of convolutional neural networks.

Latest Patents

Pengbo Zheng holds a patent for a "Neural network architecture with high bandwidth memory (HBM)." This system integrates a high bandwidth memory and 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 responsible for receiving and storing feature map data or data results from the convolutional unit, and it sends this information to the depthwise convolutional unit for further processing.

Career Highlights

Pengbo Zheng is currently employed at Xilinx, Inc., where he continues to develop cutting-edge technologies in the field of neural networks. His expertise and innovative approach have positioned him as a key player in advancing artificial intelligence applications.

Collaborations

He collaborates with talented coworkers, including Xianpei Zheng and Zhongmin Chen, who contribute to the dynamic environment of innovation at Xilinx, Inc.

Conclusion

Pengbo Zheng's contributions to neural network architecture exemplify the impact of innovative thinking in technology. His patent reflects a significant advancement in the efficiency of convolutional neural networks, showcasing his role as a leading inventor in this field.