Company Filing History:
Years Active: 2024
Title: The Innovative Contributions of Simon Waters
Introduction
Simon Waters is a notable inventor based in Cedar Park, TX (US). He has made significant contributions to the field of technology, particularly in the area of machine learning and graphics processing units (GPUs). His innovative work has led to the development of a patent that enhances the efficiency of data access in machine learning applications.
Latest Patents
Simon Waters holds a patent titled "Flexible-access instructions for efficient access of ML data." This patent describes a GPU and a method that performs a convolution operation recast as a matrix multiplication operation. The GPU includes a register file, a processor, and a state machine. The register file stores data of an input feature map and data of a filter weight kernel. The processor performs a convolution operation on the data of the input feature map and the filter weight kernel as a matrix multiplication operation. The state machine facilitates the performance of the convolution operation by unrolling the data in the register file. The state machine includes control registers that determine the movement of data through the register file to perform the matrix multiplication operation in an unrolled manner. Simon holds 1 patent.
Career Highlights
Simon Waters is currently employed at Samsung Electronics Co., Ltd., where he continues to innovate and contribute to advancements in technology. His work focuses on improving the efficiency and performance of machine learning systems, which are crucial in today's data-driven world.
Collaborations
Throughout his career, Simon has collaborated with talented individuals such as Christopher P. Frascati and Rama S. B. Harihara. These collaborations have further enriched his work and contributed to the development of cutting-edge technologies.
Conclusion
In summary, Simon Waters is an accomplished inventor whose work in the field of machine learning and GPU technology has led to significant advancements. His patent demonstrates his commitment to innovation and efficiency in data processing.