Chengyu Xiong

Title: Innovations of Chengyu Xiong

Introduction

Chengyu Xiong is a prominent inventor based in San Jose, California. He has made significant contributions to the field of technology, particularly in the areas of neural networks and image processing. With a total of six patents to his name, Xiong's work reflects a deep understanding of complex computational systems.

Latest Patents

One of Chengyu Xiong's latest patents is titled "Convolutional neural network using adaptive 3D array." This invention describes a method for constructing an adaptive multiply accumulate layer in a convolutional neural network. The process includes determining various parameters such as activation data map width, height, channel depth, batch size, kernel width, kernel height, and filter set number. The adaptive multiplier layer is constructed based on these dimensions, enhancing the efficiency of neural network operations.

Another notable patent is "Heterogeneous computation and hierarchical memory image sensing pipeline." This invention outlines a system on a chip that features a first domain with a processor and local memory, as well as a second domain with a different processor and memory format. The design includes a multi-tier network and a global memory, allowing for efficient data sharing and processing based on predetermined criteria.

Career Highlights

Chengyu Xiong has worked with several notable companies throughout his career. He has been associated with Black Sesame Technologies Inc. and OmniVision Technologies, Inc. These experiences have allowed him to apply his innovative ideas in practical settings, contributing to advancements in technology.

Collaborations

Chengyu has collaborated with talented individuals in his field, including Xiangdong Jin and Fen Zhou. Their combined expertise has likely fostered a creative environment that encourages innovation and the development of cutting-edge technologies.

Conclusion

Chengyu Xiong's contributions to technology through his patents and collaborations highlight his role as a leading inventor in the field. His work continues to influence advancements in neural networks and image processing, showcasing the importance of innovation in today's technological landscape.