Company Filing History:
Years Active: 2022-2023
Title: Yao-Wen Kang: Innovator in Neural Network Computation
Introduction
Yao-Wen Kang is a prominent inventor based in Tainan, Taiwan. He has made significant contributions to the field of neural network computation, holding 2 patents that showcase his innovative approaches.
Latest Patents
Kang's latest patents include a "Neural network computation method using adaptive data representation." This method is designed for processors to perform multiply-and-accumulate operations on a memory with a crossbar architecture. The memory consists of multiple input and output lines that intersect, with cells located at their intersections and sense amplifiers connected to the output lines. The method adaptively divides an input cycle of kth bits into multiple sub-cycles, with the number of sub-cycles determined by the value of k. The kth bits of input data are fed into the input lines during these sub-cycles, and the computation results are sensed by the amplifiers. The results from each sub-cycle are then combined to produce the output data corresponding to the kth bits of the input data.
Another patent by Kang is titled "Neural network computation method and apparatus using adaptive data representation." This patent also focuses on a method and apparatus for neural network computation, utilizing the same principles of adaptive data representation and crossbar architecture as his previous work.
Career Highlights
Yao-Wen Kang is currently employed at Macronix International Co., Ltd., where he continues to develop innovative solutions in the field of neural networks. His work has been instrumental in advancing the capabilities of neural network computations.
Collaborations
Kang has collaborated with notable colleagues, including Shu-Yin Ho and Hsiang-Pang Li, contributing to a dynamic and innovative work environment.
Conclusion
Yao-Wen Kang's contributions to neural network computation through his patents and work at Macronix International Co., Ltd. highlight his role as a key innovator in the field. His methods and apparatuses are paving the way for advancements in technology and computation.
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.