Matthew Simpson

Title: Matthew Simpson - Innovator in Machine Learning Acceleration

Introduction

Matthew Simpson is a notable inventor based in Durham, NC (US). He has made significant contributions to the field of machine learning through his innovative patent. His work focuses on enhancing the efficiency of memory storage formats to support machine learning acceleration.

Latest Patents

Matthew holds a patent titled "Memory storage format for supporting machine learning acceleration." This patent describes a processor-implemented method designed to accelerate machine learning (ML) on computing devices. The method involves receiving an image in a first layer storage format of a neural network. It also includes assigning addresses to image pixels across three channels of the first layer storage format for accessing the image pixels in a blocked ML storage acceleration format. Furthermore, the method entails storing the image pixels in this blocked format according to the assigned addresses. This innovative approach accelerates inference video processing of the image based on the assigned addresses for the image pixels.

Career Highlights

Matthew Simpson is currently employed at Qualcomm Incorporated, a leading technology company known for its advancements in telecommunications and computing. His work at Qualcomm has allowed him to explore and develop cutting-edge technologies that enhance machine learning capabilities.

Collaborations

Matthew has collaborated with talented individuals such as Colin Beaton Verrilli and Natarajan Vaidhyanathan. These collaborations have contributed to the development of innovative solutions in the field of machine learning.

Conclusion

Matthew Simpson is a pioneering inventor whose work in memory storage formats significantly impacts machine learning acceleration. His contributions continue to shape the future of technology in this rapidly evolving field.