Company Filing History:
Years Active: 2023
Title: Innovations of Chih-Hsuan Yang in Machine Learning
Introduction
Chih-Hsuan Yang is a prominent inventor based in Taoyuan, Taiwan. He has made significant contributions to the field of machine learning, particularly through his innovative methods and devices. His work is recognized for its potential to enhance the efficiency and effectiveness of machine learning applications.
Latest Patents
Chih-Hsuan Yang holds a patent for a "Machine learning method and machine learning device." This invention includes a comprehensive machine learning method that involves receiving an input signal and performing normalization on it. The normalized input signal is then transmitted to a convolutional layer, followed by the addition of a sparse coding layer. This sparse coding layer utilizes dictionary atoms to reconstruct signals based on the normalized input signal, thereby improving the overall performance of machine learning systems. He has 1 patent to his name.
Career Highlights
Chih-Hsuan Yang is affiliated with National Central University, where he continues to advance his research in machine learning. His academic background and ongoing projects contribute to the university's reputation as a leading research institution in Taiwan.
Collaborations
Chih-Hsuan Yang has collaborated with notable colleagues, including Jia-Ching Wang and Chien-Yao Wang. These partnerships have fostered a collaborative environment that enhances innovation and research output.
Conclusion
Chih-Hsuan Yang's contributions to machine learning exemplify the impact of innovative thinking in technology. His patent and ongoing research at National Central University highlight his commitment to advancing the field.