Weiwen Jiang

Title: Weiwen Jiang: Innovator in Neural Architecture Co-Search

Introduction

Weiwen Jiang is a notable inventor based in Notre Dame, IN (US). He has made significant contributions to the field of hardware and neural architecture co-search. His innovative approach combines hardware design parameters with neural architecture inference, showcasing his expertise in this cutting-edge area.

Latest Patents

Weiwen Jiang holds a patent titled "Hardware and Neural Architecture Co-Search." This patent outlines a method for performing hardware and neural architecture co-search through various operations. These operations include obtaining a specification of a function and a range of hardware design parameters, such as memory capacity, computational resources, communication bandwidth, and template configuration. The patent emphasizes determining the overall latency of performance for each neural architecture by an accelerator within the specified hardware design parameters. The selection process involves choosing a neural architecture based on overall latency and accuracy, ensuring optimal performance.

Career Highlights

Weiwen Jiang is currently associated with Edgecortix Pte. Ltd., where he continues to advance his research and development efforts. His work focuses on integrating hardware capabilities with neural network architectures, contributing to the evolution of artificial intelligence technologies.

Collaborations

Weiwen collaborates with talented individuals in his field, including Sakyasingha Dasgupta and Yiyu Shi. Their combined expertise fosters an environment of innovation and creativity, driving forward the boundaries of technology.

Conclusion

Weiwen Jiang's contributions to neural architecture co-search exemplify the intersection of hardware and artificial intelligence. His patent and ongoing work at Edgecortix Pte. Ltd. highlight his role as a key innovator in this rapidly evolving field.