Company Filing History:
Years Active: 2016-2022
Introduction
Shimeng Yu, an accomplished inventor based in Tempe, AZ, has made significant strides in the field of advanced memory technologies, holding seven patents to his name. His groundbreaking work is reshaping the way computational tasks are performed, particularly in deep neural networks.
Latest Patents
Among his latest inventions, Yu has developed a multi-layer vector-matrix multiplication apparatus for deep neural networks. This innovative apparatus features a three-dimensional (3D) NAND flash structure that incorporates multiple transistor array layers, each configured to store respective weight matrices. The design allows these layers to perform vector-matrix multiplication operations efficiently, utilizing selection voltages corresponding to input vectors. This design achieves a multi-layer VMM operation while minimizing the footprint, facilitating in-memory computing for deep neural networks.
Another remarkable patent from Yu’s portfolio is the resistive random-access memory (RRAM) for embedded computation. This system comprises an RRAM cell designed with multiple components, including resistive memory devices and switching devices. The sophisticated architecture allows for effective data processing, enhancing the performance of embedded systems in various applications.
Career Highlights
Shimeng Yu holds a prominent position at Arizona State University, where his research and inventions are contributing profoundly to advancements in memory technologies and their applications in artificial intelligence. His commitment to innovation in this sector has distinguished him as a leading figure among his peers.
Collaborations
Throughout his career, Yu has collaborated with notable individuals such as Jae-sun Seo and Sarma Vrudhula. These partnerships amplify the impact of his research, combining expertise to push the boundaries of what's possible in the realm of memory technology and computing.
Conclusion
With a total of seven patents, Shimeng Yu continues to demonstrate his dedication to innovation in the field of advanced memory technologies. His inventions not only pave the way for efficient data processing systems but also play a vital role in the evolution of artificial intelligence applications. As he progresses in his career at Arizona State University, the impact of his work is expected to leave a lasting legacy in the technological landscape.