Inventors with similar research interests:
Location History:
- New Taipei, TW (2015)
- Changhua, TW (2019)
- Hsinchu County, TW (2016 - 2021)
- Taipei, TW (2004 - 2023)
- Hsinchu, TW (2006 - 2023)
- Taichung City, TW (2023)
- Taichung, TW (2009 - 2024)
Company Filing History:
35 out of 3,595 
15 out of 4,763 
14 out of 103 
Years Active: 2004-2025
Title: Innovations and Patents of Yu-Hsuan Lin
Introduction: Yu-Hsuan Lin is a prominent inventor based in Taichung, Taiwan, known for his remarkable contributions to the field of artificial intelligence and neural networks. With a total of 79 patents to his name, he has made significant advancements in the way neural networks operate and are trained.
Latest Patents: Among his latest patents, Lin has developed an artificial neural network operation circuit and an in-memory computation device tailored for that circuit. This invention comprises a memory cell array equipped with numerous memory cells for storing various weight values, along with a compensation memory cell string and an operator. This setup enables efficient computation by multiplying signals through a compensation bit line with peak weight information to generate and aggregate multiple computation results. Furthermore, he has introduced a memory and training method for neural networks based on memory architecture. This innovative training method involves obtaining transfer functions related to influence factors, determining a coherent training plan, training the neural network accordingly, and programming the memory in line with the derived weights.
Career Highlights: Lin's professional journey includes significant roles at Macronix International Co., Ltd. and MediaTek Corporation, where he has further honed his skills and expanded his research into advanced computational methods for neural networks.
Collaborations: Throughout his career, Yu-Hsuan Lin has collaborated with esteemed colleagues such as Po-Hao Tseng and Chung-Yi Wang, contributing to the innovative research and development of cutting-edge technologies in the field of artificial intelligence.
Conclusion: Yu-Hsuan Lin stands out as an influential inventor in the realm of artificial intelligence and neural networks. His numerous patents reflect his dedication to innovation and his commitment to enhancing the performance and efficiency of neural computing systems. As he continues to advance the field, the impact of his inventions is sure to be felt across industries for years to come.
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