Xiaoqian Zhang

Title: Innovations by Inventor Xiaoqian Zhang

Introduction

Xiaoqian Zhang, located in San Jose, California, is a notable inventor with an impressive portfolio of 15 patents. His work primarily focuses on advancements in network architectures for neural networks, which play a crucial role in the ever-evolving field of artificial intelligence.

Latest Patents

Among his latest patents are innovative systems designed for enhancing neural network computations. The first notable patent is titled "Networks on chip (NOC) for many-core neural network accelerator." This invention details a network-on-chip system particularly suited for hardware accelerators that improve the efficiency of neural network operations. It outlines a configuration of interconnected routers with corresponding routing control circuits and cores organized into a matrix. Each core is connected through uni-directional ring-shaped data links, optimizing the data flow in both rows and columns.

Another key patent is "Hierarchical networks on chip (NoC) for neural network accelerator." This invention describes a hardware accelerator that comprises multiple cores and a central processing unit (CPU) paired with DDRs. The architecture is distinctly organized into a three-layer NoC, which facilitates data transfer between the host device and DDRs, as well as among the cores, thereby enhancing the overall performance of neural computations.

Career Highlights

Xiaoqian Zhang has had a diverse and accomplished career, having contributed his skills to notable companies such as Xilinx, Inc. and Moffett International Co., Limited. His expertise in chip architecture and neural network acceleration has established him as an influential figure in the tech industry.

Collaborations

Throughout his career, Xiaoqian has collaborated with talented professionals including Ephrem C Wu and David Berman. These collaborations have further amplified his contributions to innovation in neural networks, showcasing the power of teamwork in achieving groundbreaking advancements.

Conclusion

Overall, Xiaoqian Zhang exemplifies the spirit of innovation through his patents and collaborative projects. His cutting-edge work in neural network accelerators significantly impacts the technology landscape, paving the way for future advancements in artificial intelligence and machine learning.