Company Filing History:
Years Active: 2023
Title: The Innovations of Eric Sen Chung
Introduction
Eric Sen Chung is a notable inventor based in Woodinville, WA (US). He has made significant contributions to the field of neural networks, particularly in optimizing memory consumption and processor utilization. With a total of two patents to his name, his work is recognized for its innovative approach to training neural networks.
Latest Patents
Eric's latest patents include "Neural network training with decreased memory consumption and processor utilization" and "Training neural networks using mixed precision computations." The first patent focuses on bounding box quantization, which reduces the number of bits used to express numerical values before matrix multiplication. This innovation leads to decreased memory consumption and processor utilization. Additionally, stochastic rounding is employed to maintain precision while allowing weight values to be stored in reduced-precision formats. The second patent describes a system for training neural networks that utilizes lower precision format calculations during certain training phases, converting results to higher precision for further calculations. This mixed precision approach enhances training efficiency while preserving overall accuracy.
Career Highlights
Eric is currently employed at Microsoft Technology Licensing, LLC, where he continues to develop cutting-edge technologies in the realm of artificial intelligence and machine learning. His work has garnered attention for its practical applications and potential to revolutionize how neural networks are trained.
Collaborations
Eric has collaborated with talented individuals such as Daniel Lo and Bita Darvish Rouhani. Their combined expertise contributes to the innovative projects they undertake at Microsoft.
Conclusion
Eric Sen Chung's contributions to neural network technology exemplify the spirit of innovation in the tech industry. His patents reflect a commitment to enhancing efficiency and accuracy in machine learning, making a lasting impact on the field.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.