Company Filing History:
Years Active: 2022
Title: Innovations of Bin Yang in Artificial Intelligence
Introduction
Bin Yang is an accomplished inventor based in San Jose, CA. He has made significant contributions to the field of artificial intelligence, particularly in the development of semiconductor solutions. With a total of 2 patents, his work focuses on enhancing the efficiency and performance of AI models.
Latest Patents
Bin Yang's latest patents include innovative systems for training artificial intelligence models. One of his patents describes a method for using quantization in training an AI model in a semiconductor solution. This system includes an AI training unit that trains weights of an AI model in floating point, a convolution quantization unit for quantizing the trained weights, and an activation quantization unit for updating the weights. The design aims to minimize performance degradation when the trained weights are uploaded to the AI chip and expedite training convergence.
Another patent focuses on combining feature maps in an artificial intelligence semiconductor solution. This system involves an AI chip and a processor that crops input images into multiple cropped images. The AI chip then produces feature maps based on these images, which are merged to create an output image. The system is designed to perform cropping and merging operations in a consistent pattern, enhancing the training process of the CNN model in the AI chip.
Career Highlights
Bin Yang is currently employed at Gyrfalcon Technology Inc., where he continues to push the boundaries of AI technology. His work is characterized by a strong emphasis on practical applications and efficiency in AI training processes.
Collaborations
Throughout his career, Bin Yang has collaborated with talented individuals such as Lin Yang and Xiaochun Li. These collaborations have contributed to the advancement of his innovative projects and patents.
Conclusion
Bin Yang's contributions to artificial intelligence through his patents and work at Gyrfalcon Technology Inc. highlight his role as a key innovator in the field. His focus on improving AI training methods and semiconductor solutions positions him as a significant figure in the ongoing evolution of technology.