Company Filing History:
Years Active: 2023
Title: Innovations of Xiuyu Li in Neural Network Processing
Introduction
Xiuyu Li is a notable inventor based in Shenzen, China. She has made significant contributions to the field of neural networks, particularly in the processing of data through innovative electronic devices. Her work is characterized by a focus on efficiency and optimization in data handling.
Latest Patents
One of her key patents is titled "Statically generated compiled representations for processing data in neural networks." This invention involves an electronic device that includes a memory for storing input matrices A and B, a cache memory, and a processor. The processor generates a compiled representation that includes values for acquiring data from input matrix A when processing instances of input data through the neural network. The values include a base address in input matrix A for each thread from among a number of threads and relative offsets, which are distances between elements of input matrix A to be processed by the threads. The processor then stores the compiled representation in the local cache memory, including the base address for each thread and the relative offsets. This innovation enhances the efficiency of neural network operations.
Career Highlights
Xiuyu Li is currently employed at Advanced Micro Devices Corporation, a leading company in the semiconductor industry. Her role involves developing advanced technologies that push the boundaries of computing capabilities. She has demonstrated a strong commitment to research and development, contributing to the advancement of neural network technologies.
Collaborations
Xiuyu Li collaborates with her coworker, Jian Long Yang, who is also a talented professional in the field. Together, they work on projects that aim to improve the performance and efficiency of electronic devices used in neural networks.
Conclusion
Xiuyu Li's innovative work in neural network processing exemplifies the impact of technology on modern computing. Her contributions are paving the way for more efficient data processing methods in electronic devices.