Company Filing History:
Years Active: 2020-2024
Title: The Innovations of William Hang in Integrated Circuit Design
Introduction
William Hang, a notable inventor based in Stanford, CA, has made significant contributions to the field of integrated circuit design. With four patents to his name, Hang's work focuses on advancing the methods and systems used in generating computer chip floorplans, primarily through the application of neural networks.
Latest Patents
One of Hang's latest patents revolves around "Generating integrated circuit floorplans using neural networks." This innovative approach includes methods, systems, and apparatus that utilize computer programs encoded on storage media to generate a computer chip floorplan. A key aspect of the method involves obtaining netlist data for a computer chip, followed by the generation of a floorplan. This process entails placing a respective node at each time step within a sequence that comprises multiple time steps. For each time step, Hang's method generates an input representation, which is then processed using a node placement neural network. This neural network is configured to handle the input representation according to current network parameters, producing a score distribution over various positions on the chip's surface, leading to the assignment of nodes based on the highest probabilities.
Career Highlights
William Hang’s career has been significantly enhanced through his tenure at Google Inc., where he has been instrumental in developing technology that leverages machine learning to optimize the design of electronic components. His innovative techniques have paved the way for increased efficiency and effectiveness in integrated circuit floorplan generation, impacting the wider field of computer engineering.
Collaborations
Throughout his career, Hang has collaborated with esteemed colleagues such as Chian-Min Richard Ho and Mustafa Nazim Yazgan. These collaborations have not only fostered innovation but have also contributed to the collective advancements in technology within their field.
Conclusion
William Hang stands out as an influential inventor whose groundbreaking work in integrated circuit design is making waves in the technology sector. His patents reflect a dedication to pushing the boundaries of how neural networks can transform the creation of computer chip floorplans, demonstrating his significant role in the future of electronic innovations.