Company Filing History:
Years Active: 2021-2022
Title: Yequn Zhang: Innovator in Artificial Intelligence
Introduction
Yequn Zhang is a prominent inventor based in San Jose, California. He has made significant contributions to the field of artificial intelligence, holding a total of seven patents. His work focuses on optimizing AI models and enhancing their performance through innovative techniques.
Latest Patents
One of Yequn Zhang's latest patents is titled "Greedy approach for obtaining an artificial intelligence model in a parallel configuration." This patent describes a system that includes multiple client devices and a processing device that are communicatively coupled. The system allows client devices to implement a greedy approach in searching for an optimal AI model. The client devices utilize a training dataset to perform AI tasks and update their models based on performance verification. If an updated model is rejected, the client device continues to refine its model until an acceptable version is achieved or a stopping criterion is met.
Another notable patent is "Using quantization in training an artificial intelligence model in a semiconductor solution." This invention outlines a system for training an AI model specifically for an AI chip. It includes an AI training unit that trains weights in floating point, a convolution quantization unit for quantizing these weights, and an activation quantization unit for updating the model's weights. The design accounts for hardware constraints to minimize performance degradation and expedite training convergence.
Career Highlights
Yequn Zhang is currently employed at Gyrfalcon Technology Inc., where he continues to push the boundaries of AI technology. His innovative approaches have positioned him as a key player in the development of efficient AI systems.
Collaborations
Yequn has collaborated with notable colleagues, including Lin Yang and Baohua Sun, contributing to various projects that enhance the capabilities of artificial intelligence.
Conclusion
Yequn Zhang's work in artificial intelligence exemplifies innovation and dedication to advancing technology. His patents reflect a commitment to improving AI model performance and efficiency.