Geoffrey Carlton Berry

Title: Geoffrey Carlton Berry: Innovator in Machine Learning Acceleration

Introduction

Geoffrey Carlton Berry 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

Geoffrey Berry 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 of each of the 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 the blocked ML storage acceleration 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 corresponding to the blocked ML storage acceleration format. Geoffrey Berry has 1 patent to his name.

Career Highlights

Geoffrey Berry is currently employed at Qualcomm Incorporated, a leading technology company known for its advancements in telecommunications and computing. His role at Qualcomm allows him to work on cutting-edge technologies that drive innovation in the industry.

Collaborations

Geoffrey has collaborated with notable colleagues, including Colin Beaton Verrilli and Natarajan Vaidhyanathan. These collaborations have contributed to the development of advanced technologies in the field of machine learning.

Conclusion

Geoffrey Carlton Berry is a distinguished inventor whose work in machine learning acceleration has the potential to transform how computing devices process information. His innovative patent and contributions to Qualcomm Incorporated highlight his commitment to advancing technology in this rapidly evolving field.