Company Filing History:
Years Active: 2020-2025
Title: Innovations by Chyuan-Tyng Wu: Pioneering Efficient Computer Vision Systems
Introduction
Chyuan-Tyng Wu is an accomplished inventor based in San Jose, CA, who has made significant contributions to the fields of machine learning and computer vision. With a total of five patents to his name, Wu's innovative work focuses on enhancing the efficiency and effectiveness of neural networks in computational tasks.
Latest Patents
One of Wu's latest patents is titled "Partially-frozen neural networks for efficient computer vision systems." This invention describes an apparatus designed to facilitate partially-frozen neural networks, providing a sophisticated solution for efficient data processing in computer vision applications. The apparatus features a frozen core specifically intended to store fixed weights of a machine learning model. It further comprises one or more trainable cores connected to the frozen core, which include multipliers for the trainable weights of the machine learning model. A highlighted aspect of this innovation is the inclusion of an alpha blending layer with a trainable alpha blending parameter, which serves as a function of a trainable parameter, a sigmoid function, and the outputs of both frozen and trainable blocks from a preceding layer of the machine learning model.
Career Highlights
Chyuan-Tyng Wu has dedicated his professional career to pushing the boundaries of technology at Intel Corporation, where he operates at the intersection of innovation and research. His role at the company has allowed him to develop pioneering solutions that have the potential to shape the future of computer vision systems and artificial intelligence.
Collaborations
In his journey as an inventor, Wu has collaborated with notable coworkers such as Gilad Michael and Furkan Isikdogan. Through these partnerships, he harnesses collective expertise and creativity to achieve groundbreaking advancements in technology.
Conclusion
Chyuan-Tyng Wu exemplifies the spirit of innovation in the modern tech industry. His contributions, particularly in the realm of machine learning and computer vision, continue to have a lasting impact on how technology interprets and processes visual data, highlighting his role as a significant figure in contemporary invention.
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.