Company Filing History:
Years Active: 2023-2025
Title: Innovations of Inventor Tai Yang
Introduction
Tai Yang is a prominent inventor based in Nanjing, China. He has made significant contributions to the field of integrated circuit design, holding a total of 4 patents. His work focuses on improving the accuracy and efficiency of path delay prediction methods, which are crucial for the development of advanced electronic devices.
Latest Patents
One of Tai Yang's latest patents is a "Path delay prediction method for integrated circuit based on feature selection and deep learning." This innovative method establishes an integrated feature selection approach that combines filter and wrapper methods to identify an optimal feature subset. By extracting timing and physical topological information of a circuit, the method utilizes convolutional neural networks to capture local physical and timing expressions of cells in circuit paths. The use of a residual network further enhances the calibration of path delay, offering remarkable advantages in prediction accuracy and efficiency compared to traditional back-end design processes.
Another notable patent is the "Post-routing path delay prediction method for digital integrated circuit." This method involves performing physical design and static timing analysis on a circuit using commercial tools. It extracts timing and physical information of a path before routing, which serves as input features for a prediction model. The timing and physical correlation of all stages of cells in the path is captured by a transformer network, and a residual prediction structure calibrates the predicted post-routing path delay. This method ultimately outputs a final predicted post-routing path delay, contributing to the efficiency of digital integrated circuit design.
Career Highlights
Tai Yang is affiliated with Southeast University, where he continues to advance research in integrated circuit technologies. His innovative approaches have garnered attention in the field, making him a valuable asset to his institution.
Collaborations
Tai Yang collaborates with esteemed colleagues, including Peng Cao and Guoqing He. Their combined expertise fosters a productive research environment that drives innovation in integrated circuit design.
Conclusion
Tai Yang's contributions to integrated circuit design through his innovative patents demonstrate his commitment to enhancing the efficiency and accuracy of electronic device development. His work is significant in accelerating the integrated circuit design process and shaping the future of technology.